Dataset info
| Number of variables | 135 |
|---|---|
| Number of observations | 120439 |
| Missing cells | 8709931 (53.6%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 124.0 MiB |
| Average record size in memory | 1.1 KiB |
Variables types
| Numeric | 44 |
|---|---|
| Categorical | 69 |
| Boolean | 12 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 0 |
| Rejected | 10 |
| Unsupported | 0 |
Warnings
addnotes has a high cardinality: 14420 distinct values | Warning |
addnotes has 93176 (77.4%) missing values | Missing |
alternative has 101347 (84.1%) missing values | Missing |
alternative_txt has 101347 (84.1%) missing values | Missing |
approxdate has a high cardinality: 2220 distinct values | Warning |
approxdate has 111228 (92.4%) missing values | Missing |
attacktype2 has 114175 (94.8%) missing values | Missing |
attacktype2_txt has 114175 (94.8%) missing values | Missing |
attacktype3 has 120014 (> 99.9%) missing values | Missing |
attacktype3_txt has 120014 (> 99.9%) missing values | Missing |
city has a high cardinality: 28165 distinct values | Warning |
claim2 has 118569 (> 99.9%) missing values | Missing |
claim3 has 120129 (> 99.9%) missing values | Missing |
claimed has 6204 (5.2%) missing values | Missing |
claimmode has 101692 (84.4%) missing values | Missing |
claimmode2 has 119841 (> 99.9%) missing values | Missing |
claimmode2_txt has 119841 (> 99.9%) missing values | Missing |
claimmode3 has 120314 (> 99.9%) missing values | Missing |
claimmode3_txt has 120314 (> 99.9%) missing values | Missing |
claimmode_txt has 101692 (84.4%) missing values | Missing |
compclaim has 115653 (> 99.9%) missing values | Missing |
corp1 has a high cardinality: 23871 distinct values | Warning |
corp1 has 13165 (10.9%) missing values | Missing |
corp2 has a high cardinality: 2391 distinct values | Warning |
corp2 has 110738 (91.9%) missing values | Missing |
corp3 has a high cardinality: 377 distinct values | Warning |
corp3 has 119473 (> 99.9%) missing values | Missing |
country_txt has a high cardinality: 176 distinct values | Warning |
divert has a high cardinality: 52 distinct values | Warning |
divert has 120275 (> 99.9%) missing values | Missing |
gname has a high cardinality: 1786 distinct values | Warning |
gname2 has a high cardinality: 386 distinct values | Warning |
gname2 has 118566 (> 99.9%) missing values | Missing |
gname3 has a high cardinality: 112 distinct values | Warning |
gname3 has 120126 (> 99.9%) missing values | Missing |
gsubname has a high cardinality: 866 distinct values | Warning |
gsubname has 116970 (> 99.9%) missing values | Missing |
gsubname2 has a high cardinality: 60 distinct values | Warning |
gsubname2 has 120281 (> 99.9%) missing values | Missing |
gsubname3 has 120419 (> 99.9%) missing values | Missing |
guncertain2 has 118624 (> 99.9%) missing values | Missing |
guncertain3 has 120130 (> 99.9%) missing values | Missing |
hostkidoutcome has 110906 (92.1%) missing values | Missing |
hostkidoutcome_txt has 110906 (92.1%) missing values | Missing |
INT_IDEO is highly correlated with INT_ANY (ρ = 0.91075) | Rejected |
INT_LOG is highly correlated with INT_IDEO (ρ = 0.99728) | Rejected |
iyear is highly correlated with eventid (ρ = 0.99998) | Rejected |
kidhijcountry has a high cardinality: 84 distinct values | Warning |
kidhijcountry has 119726 (> 99.9%) missing values | Missing |
latitude has 1284 (< 0.1%) missing values | Missing |
location has a high cardinality: 43514 distinct values | Warning |
location has 65752 (54.6%) missing values | Missing |
longitude has 1284 (< 0.1%) missing values | Missing |
motive has a high cardinality: 14026 distinct values | Warning |
motive has 70924 (58.9%) missing values | Missing |
natlty1 has 1209 (< 0.1%) missing values | Missing |
natlty1_txt has a high cardinality: 196 distinct values | Warning |
natlty1_txt has 1209 (< 0.1%) missing values | Missing |
natlty2 has 110200 (91.5%) missing values | Missing |
natlty2_txt has a high cardinality: 144 distinct values | Warning |
natlty2_txt has 110200 (91.5%) missing values | Missing |
natlty3 has 119392 (> 99.9%) missing values | Missing |
natlty3_txt has a high cardinality: 96 distinct values | Warning |
natlty3_txt has 119392 (> 99.9%) missing values | Missing |
ndays has 113272 (94.0%) missing values | Missing |
nhostkid is highly skewed (γ1 = 31.799) | Skewed |
nhostkid has 110553 (91.8%) missing values | Missing |
nhostkidus has 9600 (8.0%) zeros | Zeros |
nhostkidus has 110608 (91.8%) missing values | Missing |
nhours has 117610 (> 99.9%) missing values | Missing |
nkill is highly skewed (γ1 = 55.359) | Skewed |
nkill has 55602 (46.2%) zeros | Zeros |
nkill has 4404 (< 0.1%) missing values | Missing |
nkillter is highly skewed (γ1 = 42.203) | Skewed |
nkillter has 98935 (82.1%) zeros | Zeros |
nkillter has 8820 (7.3%) missing values | Missing |
nkillus is highly skewed (γ1 = 234.32) | Skewed |
nkillus has 113414 (94.2%) zeros | Zeros |
nkillus has 6414 (5.3%) missing values | Missing |
nperpcap has 106081 (88.1%) zeros | Zeros |
nperpcap has 9568 (7.9%) missing values | Missing |
nperps is highly skewed (γ1 = 48.927) | Skewed |
nperps has 18477 (15.3%) missing values | Missing |
nreleased has 2284 (< 0.1%) zeros | Zeros |
nreleased has 111154 (92.3%) missing values | Missing |
nwound is highly skewed (γ1 = 167.74) | Skewed |
nwound has 61825 (51.3%) zeros | Zeros |
nwound has 8523 (7.1%) missing values | Missing |
nwoundte is highly skewed (γ1 = 49.896) | Skewed |
nwoundte has 107425 (89.2%) zeros | Zeros |
nwoundte has 10665 (8.9%) missing values | Missing |
nwoundus is highly skewed (γ1 = 111.95) | Skewed |
nwoundus has 113441 (94.2%) zeros | Zeros |
nwoundus has 6620 (5.5%) missing values | Missing |
propcomment has a high cardinality: 16615 distinct values | Warning |
propcomment has 65541 (54.4%) missing values | Missing |
propextent has 73506 (61.0%) missing values | Missing |
propextent_txt has 73506 (61.0%) missing values | Missing |
propvalue is highly skewed (γ1 = 142.13) | Skewed |
propvalue has 91477 (76.0%) missing values | Missing |
provstate has a high cardinality: 2357 distinct values | Warning |
ransom has 103945 (86.3%) missing values | Missing |
ransomamt has 119690 (> 99.9%) missing values | Missing |
ransomamtus has 119877 (> 99.9%) missing values | Missing |
ransomnote has a high cardinality: 383 distinct values | Warning |
ransomnote has 119931 (> 99.9%) missing values | Missing |
ransompaid is highly skewed (γ1 = 24.755) | Skewed |
ransompaid has 119802 (> 99.9%) missing values | Missing |
ransompaidus is highly skewed (γ1 = 21.016) | Skewed |
ransompaidus has 119891 (> 99.9%) missing values | Missing |
related has a high cardinality: 9499 distinct values | Warning |
related has 101474 (84.3%) missing values | Missing |
resolution has a high cardinality: 921 distinct values | Warning |
resolution has 119308 (> 99.9%) missing values | Missing |
scite1 has a high cardinality: 83334 distinct values | Warning |
scite1 has 6268 (5.2%) missing values | Missing |
scite2 has a high cardinality: 61598 distinct values | Warning |
scite2 has 44698 (37.1%) missing values | Missing |
scite3 has a high cardinality: 35693 distinct values | Warning |
scite3 has 77776 (64.6%) missing values | Missing |
summary has a high cardinality: 111199 distinct values | Warning |
summary has 6206 (5.2%) missing values | Missing |
target1 has a high cardinality: 52162 distinct values | Warning |
target2 has a high cardinality: 4546 distinct values | Warning |
target2 has 109994 (91.3%) missing values | Missing |
target3 has a high cardinality: 643 distinct values | Warning |
target3 has 119363 (> 99.9%) missing values | Missing |
targsubtype1 has 7600 (6.3%) missing values | Missing |
targsubtype1_txt has a high cardinality: 113 distinct values | Warning |
targsubtype1_txt has 7600 (6.3%) missing values | Missing |
targsubtype2 has 110243 (91.5%) missing values | Missing |
targsubtype2_txt has a high cardinality: 107 distinct values | Warning |
targsubtype2_txt has 110243 (91.5%) missing values | Missing |
targsubtype3 has 119419 (> 99.9%) missing values | Missing |
targsubtype3_txt has a high cardinality: 91 distinct values | Warning |
targsubtype3_txt has 119419 (> 99.9%) missing values | Missing |
targtype1 is highly correlated with targsubtype1 (ρ = 0.98007) | Rejected |
targtype2 is highly correlated with targsubtype2 (ρ = 0.97232) | Rejected |
targtype2_txt has 109951 (91.3%) missing values | Missing |
targtype3 is highly correlated with targsubtype3 (ρ = 0.97418) | Rejected |
targtype3_txt has 119364 (> 99.9%) missing values | Missing |
weapdetail has a high cardinality: 17019 distinct values | Warning |
weapdetail has 61850 (51.4%) missing values | Missing |
weapsubtype1 has 10733 (8.9%) missing values | Missing |
weapsubtype1_txt has 10733 (8.9%) missing values | Missing |
weapsubtype2 has 111664 (92.7%) missing values | Missing |
weapsubtype2_txt has 111664 (92.7%) missing values | Missing |
weapsubtype3 has 119098 (> 99.9%) missing values | Missing |
weapsubtype3_txt has 119098 (> 99.9%) missing values | Missing |
weapsubtype4 is highly correlated with targtype2 (ρ = 1) | Rejected |
weapsubtype4_txt has 120433 (> 99.9%) missing values | Missing |
weaptype2 is highly correlated with weapsubtype2 (ρ = 0.93707) | Rejected |
weaptype2_txt has 110642 (91.9%) missing values | Missing |
weaptype3 is highly correlated with weapsubtype3 (ρ = 0.97232) | Rejected |
weaptype3_txt has 118988 (> 99.9%) missing values | Missing |
weaptype4 is highly correlated with weapsubtype4 (ρ = 0.99355) | Rejected |
weaptype4_txt has 120434 (> 99.9%) missing values | Missing |
addnotes
Categorical
| Distinct count | 14420 |
|---|---|
| Unique (%) | 12.0% |
| Missing (%) | 77.4% |
| Missing (n) | 93176 |
| Casualty numbers for this incident conflict across sources. Following GTD protocol, the majority reliable estimates are reported here. | 1607 |
|---|---|
| Casualty numbers for this incident conflict across sources. Following GTD protocol, the lowest reliable estimates are reported here. | 1559 |
| Casualty numbers for this incident conflict across sources. Following GTD protocol, the most recent reliable estimates are reported here. | 567 |
| Other values (14416) | |
| (Missing) |
| Value | Count | Frequency (%) | |
| Casualty numbers for this incident conflict across sources. Following GTD protocol, the majority reliable estimates are reported here. | 1607 | < 0.1% | |
| Casualty numbers for this incident conflict across sources. Following GTD protocol, the lowest reliable estimates are reported here. | 1559 | < 0.1% | |
| Casualty numbers for this incident conflict across sources. Following GTD protocol, the most recent reliable estimates are reported here. | 567 | < 0.1% | |
| Casualty numbers conflict across sources. Following GTD protocol, the lowest reliable estimates are reported here. | 525 | < 0.1% | |
| Casualty numbers conflict across sources. Following GTD protocol, the majority reliable estimates are reported here. | 456 | < 0.1% | |
| Casualty numbers for this incident conflict across sources. Following GTD protocol, the most reliable estimates are reported here. | 451 | < 0.1% | |
| Casualty numbers for this attack conflict across sources. Following GTD protocol, the lowest reliable estimates are reported here. | 331 | < 0.1% | |
| Casualty numbers for this attack conflict across sources. Following GTD protocol, the majority reliable estimates are reported here. | 327 | < 0.1% | |
| Casualty numbers for this attack conflict across sources. Following GTD protocol, the majority estimates are reported here. | 290 | < 0.1% | |
| This incident is part of a set of coordinated attacks in which both military and non-military entities were targeted. | 251 | < 0.1% | |
| Other values (14409) | 20899 | 17.4% | |
| (Missing) | 93176 | 77.4% |
| Max length | 2043 |
|---|---|
| Mean length | 41.321 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
alternative
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 84.1% |
| Missing (n) | 101347 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.3363 |
|---|---|
| Minimum | 1 |
| Maximum | 5 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.77551 |
|---|---|
| Coef of variation | 0.58033 |
| Kurtosis | 8.5916 |
| Mean | 1.3363 |
| MAD | 0.52858 |
| Skewness | 2.8483 |
| Sum | 25513 |
| Variance | 0.60141 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| 1 | 15003 | 12.5% | |
| 2 | 2715 | < 0.1% | |
| 3 | 736 | < 0.1% | |
| 5 | 320 | < 0.1% | |
| 4 | 318 | < 0.1% | |
| (Missing) | 101347 | 84.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 15003 | 12.5% | |
| 2 | 2715 | < 0.1% | |
| 3 | 736 | < 0.1% | |
| 4 | 318 | < 0.1% | |
| 5 | 320 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5 | 320 | < 0.1% | |
| 4 | 318 | < 0.1% | |
| 3 | 736 | < 0.1% | |
| 2 | 2715 | < 0.1% | |
| 1 | 15003 | 12.5% |
alternative_txt
Categorical
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 84.1% |
| Missing (n) | 101347 |
| Insurgency/Guerilla Action | 15003 |
|---|---|
| Other Crime Type | 2715 |
| Intra/Inter-group Conflict | 736 |
| Other values (2) | 638 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Insurgency/Guerilla Action | 15003 | 12.5% | |
| Other Crime Type | 2715 | < 0.1% | |
| Intra/Inter-group Conflict | 736 | < 0.1% | |
| State Actors | 320 | < 0.1% | |
| Lack of Intentionality | 318 | < 0.1% | |
| (Missing) | 101347 | 84.1% |
| Max length | 26 |
|---|---|
| Mean length | 6.3728 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
approxdate
Categorical
| Distinct count | 2220 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 92.4% |
| Missing (n) | 111228 |
| September 18-24, 2016 | 101 |
|---|---|
| 2016-12-01 00:00:00 | 85 |
| 2016-05-29 00:00:00 | 57 |
| Other values (2216) | 8968 |
| (Missing) |
| Value | Count | Frequency (%) | |
| September 18-24, 2016 | 101 | < 0.1% | |
| 2016-12-01 00:00:00 | 85 | < 0.1% | |
| 2016-05-29 00:00:00 | 57 | < 0.1% | |
| 2016-07-22 00:00:00 | 48 | < 0.1% | |
| 2016-08-08 00:00:00 | 42 | < 0.1% | |
| 2016-06-05 00:00:00 | 41 | < 0.1% | |
| 2017-04-21 00:00:00 | 38 | < 0.1% | |
| 2016-10-23 00:00:00 | 32 | < 0.1% | |
| 2016-03-22 00:00:00 | 28 | < 0.1% | |
| July 1-14, 2014 | 27 | < 0.1% | |
| Other values (2209) | 8712 | 7.2% | |
| (Missing) | 111228 | 92.4% |
| Max length | 46 |
|---|---|
| Mean length | 4.2091 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
attacktype1
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.3558 |
|---|---|
| Minimum | 1 |
| Maximum | 9 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| Median | 3 |
| Q3 | 3 |
| 95-th percentile | 7 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 1.8951 |
|---|---|
| Coef of variation | 0.56472 |
| Kurtosis | 1.8761 |
| Mean | 3.3558 |
| MAD | 1.3208 |
| Skewness | 1.5969 |
| Sum | 4.0417e+05 |
| Variance | 3.5914 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| 3 | 62397 | 51.8% | |
| 2 | 28512 | 23.7% | |
| 6 | 8640 | 7.2% | |
| 1 | 7930 | 6.6% | |
| 7 | 6198 | 5.1% | |
| 9 | 5306 | < 0.1% | |
| 8 | 708 | < 0.1% | |
| 5 | 386 | < 0.1% | |
| 4 | 362 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 7930 | 6.6% | |
| 2 | 28512 | 23.7% | |
| 3 | 62397 | 51.8% | |
| 4 | 362 | < 0.1% | |
| 5 | 386 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 9 | 5306 | < 0.1% | |
| 8 | 708 | < 0.1% | |
| 7 | 6198 | 5.1% | |
| 6 | 8640 | 7.2% | |
| 5 | 386 | < 0.1% |
attacktype1_txt
Categorical
| Distinct count | 9 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Bombing/Explosion | |
|---|---|
| Armed Assault | |
| Hostage Taking (Kidnapping) | 8640 |
| Other values (6) |
| Value | Count | Frequency (%) | |
| Bombing/Explosion | 62397 | 51.8% | |
| Armed Assault | 28512 | 23.7% | |
| Hostage Taking (Kidnapping) | 8640 | 7.2% | |
| Assassination | 7930 | 6.6% | |
| Facility/Infrastructure Attack | 6198 | 5.1% | |
| Unknown | 5306 | < 0.1% | |
| Unarmed Assault | 708 | < 0.1% | |
| Hostage Taking (Barricade Incident) | 386 | < 0.1% | |
| Hijacking | 362 | < 0.1% |
| Max length | 35 |
|---|---|
| Mean length | 16.757 |
| Min length | 7 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
attacktype2
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 94.8% |
| Missing (n) | 114175 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.7155 |
|---|---|
| Minimum | 1 |
| Maximum | 9 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| Median | 2 |
| Q3 | 7 |
| 95-th percentile | 7 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range | 5 |
Descriptive statistics
| Standard deviation | 2.2709 |
|---|---|
| Coef of variation | 0.6112 |
| Kurtosis | -1.4745 |
| Mean | 3.7155 |
| MAD | 2.1233 |
| Skewness | 0.62445 |
| Sum | 23274 |
| Variance | 5.1571 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| 2 | 3412 | < 0.1% | |
| 7 | 1633 | < 0.1% | |
| 3 | 499 | < 0.1% | |
| 6 | 478 | < 0.1% | |
| 1 | 162 | < 0.1% | |
| 5 | 37 | < 0.1% | |
| 8 | 30 | < 0.1% | |
| 4 | 10 | < 0.1% | |
| 9 | 3 | < 0.1% | |
| (Missing) | 114175 | 94.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 162 | < 0.1% | |
| 2 | 3412 | < 0.1% | |
| 3 | 499 | < 0.1% | |
| 4 | 10 | < 0.1% | |
| 5 | 37 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 9 | 3 | < 0.1% | |
| 8 | 30 | < 0.1% | |
| 7 | 1633 | < 0.1% | |
| 6 | 478 | < 0.1% | |
| 5 | 37 | < 0.1% |
attacktype2_txt
Categorical
| Distinct count | 10 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 94.8% |
| Missing (n) | 114175 |
| Armed Assault | 3412 |
|---|---|
| Facility/Infrastructure Attack | 1633 |
| Bombing/Explosion | 499 |
| Other values (6) | 720 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Armed Assault | 3412 | < 0.1% | |
| Facility/Infrastructure Attack | 1633 | < 0.1% | |
| Bombing/Explosion | 499 | < 0.1% | |
| Hostage Taking (Kidnapping) | 478 | < 0.1% | |
| Assassination | 162 | < 0.1% | |
| Hostage Taking (Barricade Incident) | 37 | < 0.1% | |
| Unarmed Assault | 30 | < 0.1% | |
| Hijacking | 10 | < 0.1% | |
| Unknown | 3 | < 0.1% | |
| (Missing) | 114175 | 94.8% |
| Max length | 35 |
|---|---|
| Mean length | 3.8295 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
attacktype3
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 120014 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.2518 |
|---|---|
| Minimum | 1 |
| Maximum | 8 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| Median | 7 |
| Q3 | 7 |
| 95-th percentile | 7 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range | 5 |
Descriptive statistics
| Standard deviation | 2.2466 |
|---|---|
| Coef of variation | 0.42778 |
| Kurtosis | -1.4135 |
| Mean | 5.2518 |
| MAD | 2.0753 |
| Skewness | -0.68798 |
| Sum | 2232 |
| Variance | 5.0473 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| 7 | 228 | < 0.1% | |
| 2 | 118 | < 0.1% | |
| 6 | 53 | < 0.1% | |
| 3 | 16 | < 0.1% | |
| 1 | 4 | < 0.1% | |
| 4 | 3 | < 0.1% | |
| 5 | 2 | < 0.1% | |
| 8 | 1 | < 0.1% | |
| (Missing) | 120014 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 4 | < 0.1% | |
| 2 | 118 | < 0.1% | |
| 3 | 16 | < 0.1% | |
| 4 | 3 | < 0.1% | |
| 5 | 2 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8 | 1 | < 0.1% | |
| 7 | 228 | < 0.1% | |
| 6 | 53 | < 0.1% | |
| 5 | 2 | < 0.1% | |
| 4 | 3 | < 0.1% |
attacktype3_txt
Categorical
| Distinct count | 9 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 120014 |
| Facility/Infrastructure Attack | 228 |
|---|---|
| Armed Assault | 118 |
| Hostage Taking (Kidnapping) | 53 |
| Other values (5) | 26 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Facility/Infrastructure Attack | 228 | < 0.1% | |
| Armed Assault | 118 | < 0.1% | |
| Hostage Taking (Kidnapping) | 53 | < 0.1% | |
| Bombing/Explosion | 16 | < 0.1% | |
| Assassination | 4 | < 0.1% | |
| Hijacking | 3 | < 0.1% | |
| Hostage Taking (Barricade Incident) | 2 | < 0.1% | |
| Unarmed Assault | 1 | < 0.1% | |
| (Missing) | 120014 | > 99.9% |
| Max length | 35 |
|---|---|
| Mean length | 3.0744 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
city
Categorical
| Distinct count | 28165 |
|---|---|
| Unique (%) | 23.4% |
| Missing (%) | < 0.1% |
| Missing (n) | 434 |
| Baghdad | 7551 |
|---|---|
| Unknown | 5820 |
| Mosul | 2262 |
| Other values (28161) |
| Value | Count | Frequency (%) | |
| Baghdad | 7551 | 6.3% | |
| Unknown | 5820 | < 0.1% | |
| Mosul | 2262 | < 0.1% | |
| Karachi | 1784 | < 0.1% | |
| Mogadishu | 1503 | < 0.1% | |
| Kirkuk | 921 | < 0.1% | |
| Benghazi | 839 | < 0.1% | |
| Quetta | 788 | < 0.1% | |
| Baqubah | 745 | < 0.1% | |
| Peshawar | 731 | < 0.1% | |
| Other values (28154) | 97061 | 80.6% |
| Max length | 65 |
|---|---|
| Mean length | 8.5183 |
| Min length | 2 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
claim2
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 118569 |
| 0 | 1260 |
|---|---|
| 1 | 594 |
| -9 | 16 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 1260 | < 0.1% | |
| 1 | 594 | < 0.1% | |
| -9 | 16 | < 0.1% | |
| (Missing) | 118569 | > 99.9% |
| Max length | 4 |
|---|---|
| Mean length | 3.0001 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
claim3
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 120129 |
| 0 | 187 |
|---|---|
| 1 | 123 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 187 | < 0.1% | |
| 1 | 123 | < 0.1% | |
| (Missing) | 120129 | > 99.9% |
claimed
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 5.2% |
| Missing (n) | 6204 |
| 0 | |
|---|---|
| 1 | 18673 |
| -9 | 1434 |
| (Missing) | 6204 |
| Value | Count | Frequency (%) | |
| 0 | 94128 | 78.2% | |
| 1 | 18673 | 15.5% | |
| -9 | 1434 | < 0.1% | |
| (Missing) | 6204 | 5.2% |
| Max length | 4 |
|---|---|
| Mean length | 3.0119 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
claimmode
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 84.4% |
| Missing (n) | 101692 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.0686 |
|---|---|
| Minimum | 1 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 7 |
| Median | 8 |
| Q3 | 8 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 2.4396 |
|---|---|
| Coef of variation | 0.34513 |
| Kurtosis | -0.07021 |
| Mean | 7.0686 |
| MAD | 1.8368 |
| Skewness | -0.83295 |
| Sum | 1.3252e+05 |
| Variance | 5.9514 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| 8 | 5189 | < 0.1% | |
| 7 | 4506 | < 0.1% | |
| 10 | 3948 | < 0.1% | |
| 2 | 1699 | < 0.1% | |
| 5 | 1120 | < 0.1% | |
| 4 | 1076 | < 0.1% | |
| 9 | 420 | < 0.1% | |
| 6 | 354 | < 0.1% | |
| 1 | 265 | < 0.1% | |
| 3 | 170 | < 0.1% | |
| (Missing) | 101692 | 84.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 265 | < 0.1% | |
| 2 | 1699 | < 0.1% | |
| 3 | 170 | < 0.1% | |
| 4 | 1076 | < 0.1% | |
| 5 | 1120 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 10 | 3948 | < 0.1% | |
| 9 | 420 | < 0.1% | |
| 8 | 5189 | < 0.1% | |
| 7 | 4506 | < 0.1% | |
| 6 | 354 | < 0.1% |
claimmode2
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 119841 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.2241 |
|---|---|
| Minimum | 1 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 6 |
| Median | 7 |
| Q3 | 10 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range | 4 |
Descriptive statistics
| Standard deviation | 2.7369 |
|---|---|
| Coef of variation | 0.37886 |
| Kurtosis | -0.46954 |
| Mean | 7.2241 |
| MAD | 2.1632 |
| Skewness | -0.76968 |
| Sum | 4320 |
| Variance | 7.4907 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| 10 | 206 | < 0.1% | |
| 7 | 153 | < 0.1% | |
| 8 | 76 | < 0.1% | |
| 2 | 61 | < 0.1% | |
| 4 | 49 | < 0.1% | |
| 6 | 18 | < 0.1% | |
| 1 | 14 | < 0.1% | |
| 5 | 12 | < 0.1% | |
| 9 | 9 | < 0.1% | |
| (Missing) | 119841 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 14 | < 0.1% | |
| 2 | 61 | < 0.1% | |
| 4 | 49 | < 0.1% | |
| 5 | 12 | < 0.1% | |
| 6 | 18 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 10 | 206 | < 0.1% | |
| 9 | 9 | < 0.1% | |
| 8 | 76 | < 0.1% | |
| 7 | 153 | < 0.1% | |
| 6 | 18 | < 0.1% |
claimmode2_txt
Categorical
| Distinct count | 10 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 119841 |
| Unknown | 206 |
|---|---|
| Posted to website, blog, etc. | 153 |
| Personal claim | 76 |
| Other values (6) | 163 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Unknown | 206 | < 0.1% | |
| Posted to website, blog, etc. | 153 | < 0.1% | |
| Personal claim | 76 | < 0.1% | |
| Call (post-incident) | 61 | < 0.1% | |
| 49 | < 0.1% | ||
| Video | 18 | < 0.1% | |
| Letter | 14 | < 0.1% | |
| Note left at scene | 12 | < 0.1% | |
| Other | 9 | < 0.1% | |
| (Missing) | 119841 | > 99.9% |
| Max length | 29 |
|---|---|
| Mean length | 3.0589 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
claimmode3
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 120314 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.648 |
|---|---|
| Minimum | 1 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| Median | 7 |
| Q3 | 10 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range | 6 |
Descriptive statistics
| Standard deviation | 2.9051 |
|---|---|
| Coef of variation | 0.43699 |
| Kurtosis | -1.0773 |
| Mean | 6.648 |
| MAD | 2.4411 |
| Skewness | -0.49386 |
| Sum | 831 |
| Variance | 8.4396 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| 10 | 32 | < 0.1% | |
| 7 | 27 | < 0.1% | |
| 8 | 23 | < 0.1% | |
| 2 | 21 | < 0.1% | |
| 4 | 16 | < 0.1% | |
| 6 | 2 | < 0.1% | |
| 1 | 2 | < 0.1% | |
| 9 | 2 | < 0.1% | |
| (Missing) | 120314 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 2 | < 0.1% | |
| 2 | 21 | < 0.1% | |
| 4 | 16 | < 0.1% | |
| 6 | 2 | < 0.1% | |
| 7 | 27 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 10 | 32 | < 0.1% | |
| 9 | 2 | < 0.1% | |
| 8 | 23 | < 0.1% | |
| 7 | 27 | < 0.1% | |
| 6 | 2 | < 0.1% |
claimmode3_txt
Categorical
| Distinct count | 9 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 120314 |
| Unknown | 32 |
|---|---|
| Posted to website, blog, etc. | 27 |
| Personal claim | 23 |
| Other values (5) | 43 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Unknown | 32 | < 0.1% | |
| Posted to website, blog, etc. | 27 | < 0.1% | |
| Personal claim | 23 | < 0.1% | |
| Call (post-incident) | 21 | < 0.1% | |
| 16 | < 0.1% | ||
| Video | 2 | < 0.1% | |
| Other | 2 | < 0.1% | |
| Letter | 2 | < 0.1% | |
| (Missing) | 120314 | > 99.9% |
| Max length | 29 |
|---|---|
| Mean length | 3.0125 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
claimmode_txt
Categorical
| Distinct count | 11 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 84.4% |
| Missing (n) | 101692 |
| Personal claim | 5189 |
|---|---|
| Posted to website, blog, etc. | 4506 |
| Unknown | 3948 |
| Other values (7) | 5104 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Personal claim | 5189 | < 0.1% | |
| Posted to website, blog, etc. | 4506 | < 0.1% | |
| Unknown | 3948 | < 0.1% | |
| Call (post-incident) | 1699 | < 0.1% | |
| Note left at scene | 1120 | < 0.1% | |
| 1076 | < 0.1% | ||
| Other | 420 | < 0.1% | |
| Video | 354 | < 0.1% | |
| Letter | 265 | < 0.1% | |
| Call (pre-incident) | 170 | < 0.1% | |
| (Missing) | 101692 | 84.4% |
| Max length | 29 |
|---|---|
| Mean length | 5.0259 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
compclaim
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 115653 |
| -9 | 3434 |
|---|---|
| 0 | 923 |
| 1 | 429 |
| (Missing) |
| Value | Count | Frequency (%) | |
| -9 | 3434 | < 0.1% | |
| 0 | 923 | < 0.1% | |
| 1 | 429 | < 0.1% | |
| (Missing) | 115653 | > 99.9% |
| Max length | 4 |
|---|---|
| Mean length | 3.0285 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
corp1
Categorical
| Distinct count | 23871 |
|---|---|
| Unique (%) | 19.8% |
| Missing (%) | 10.9% |
| Missing (n) | 13165 |
| Unknown | |
|---|---|
| Not Applicable | 12787 |
| Iraqi Police Service (IPS) | 3286 |
| Other values (23867) | |
| (Missing) | 13165 |
| Value | Count | Frequency (%) | |
| Unknown | 15882 | 13.2% | |
| Not Applicable | 12787 | 10.6% | |
| Iraqi Police Service (IPS) | 3286 | < 0.1% | |
| Civilians | 2781 | < 0.1% | |
| Afghan Police | 2188 | < 0.1% | |
| Iraqi Army | 1348 | < 0.1% | |
| Iraqi Armed Forces | 1185 | < 0.1% | |
| Pakistani Police | 1101 | < 0.1% | |
| Afghan National Army (ANA) | 828 | < 0.1% | |
| North Atlantic Treaty Organization (NATO): International Security Assistance Force (ISAF) | 808 | < 0.1% | |
| Other values (23860) | 65080 | 54.0% | |
| (Missing) | 13165 | 10.9% |
| Max length | 182 |
|---|---|
| Mean length | 17.524 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
corp2
Categorical
| Distinct count | 2391 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 91.9% |
| Missing (n) | 110738 |
| Not Applicable | 3289 |
|---|---|
| Unknown | 852 |
| Civilians | 700 |
| Other values (2387) | 4860 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Not Applicable | 3289 | < 0.1% | |
| Unknown | 852 | < 0.1% | |
| Civilians | 700 | < 0.1% | |
| Iraqi Volunteer Forces | 181 | < 0.1% | |
| Somali National Army (SNA) | 119 | < 0.1% | |
| Afghan Police | 103 | < 0.1% | |
| Iraqi Armed Forces | 86 | < 0.1% | |
| Iraqi Police Service (IPS) | 86 | < 0.1% | |
| Civilian | 80 | < 0.1% | |
| Somali Armed Forces (SAF) | 67 | < 0.1% | |
| Other values (2380) | 4138 | < 0.1% | |
| (Missing) | 110738 | 91.9% |
| Max length | 99 |
|---|---|
| Mean length | 4.1227 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
corp3
Categorical
| Distinct count | 377 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 119473 |
| Not Applicable | 312 |
|---|---|
| Unknown | 84 |
| Civilians | 75 |
| Other values (373) | 495 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Not Applicable | 312 | < 0.1% | |
| Unknown | 84 | < 0.1% | |
| Civilians | 75 | < 0.1% | |
| Christian Religious Denomination | 25 | < 0.1% | |
| Afghan Police | 11 | < 0.1% | |
| Civilian | 10 | < 0.1% | |
| Iraqi Volunteer Forces | 7 | < 0.1% | |
| Etisalat | 6 | < 0.1% | |
| Sahwa Council | 6 | < 0.1% | |
| National Directorate of Security (NDS) | 5 | < 0.1% | |
| Other values (366) | 425 | < 0.1% | |
| (Missing) | 119473 | > 99.9% |
| Max length | 78 |
|---|---|
| Mean length | 3.1079 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
country
Numeric
| Distinct count | 176 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 122.79 |
|---|---|
| Minimum | 4 |
| Maximum | 1004 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 92 |
| Median | 95 |
| Q3 | 160 |
| 95-th percentile | 228 |
| Maximum | 1004 |
| Range | 1000 |
| Interquartile range | 68 |
Descriptive statistics
| Standard deviation | 97.188 |
|---|---|
| Coef of variation | 0.7915 |
| Kurtosis | 28.553 |
| Mean | 122.79 |
| MAD | 61.872 |
| Skewness | 3.8886 |
| Sum | 1.4789e+07 |
| Variance | 9445.5 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| 95 | 24527 | 20.4% | |
| 153 | 13013 | 10.8% | |
| 4 | 12622 | 10.5% | |
| 92 | 9497 | 7.9% | |
| 160 | 5087 | < 0.1% | |
| 182 | 4013 | < 0.1% | |
| 147 | 3877 | < 0.1% | |
| 205 | 3670 | < 0.1% | |
| 45 | 3320 | < 0.1% | |
| 228 | 3291 | < 0.1% | |
| Other values (166) | 37522 | 31.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 4 | 12622 | 10.5% | |
| 5 | 72 | < 0.1% | |
| 6 | 2080 | < 0.1% | |
| 8 | 144 | < 0.1% | |
| 11 | 55 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1004 | 225 | < 0.1% | |
| 1003 | 196 | < 0.1% | |
| 1002 | 5 | < 0.1% | |
| 1001 | 12 | < 0.1% | |
| 604 | 18 | < 0.1% |
country_txt
Categorical
| Distinct count | 176 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Iraq | |
|---|---|
| Pakistan | 13013 |
| Afghanistan | 12622 |
| Other values (173) |
| Value | Count | Frequency (%) | |
| Iraq | 24527 | 20.4% | |
| Pakistan | 13013 | 10.8% | |
| Afghanistan | 12622 | 10.5% | |
| India | 9497 | 7.9% | |
| Philippines | 5087 | < 0.1% | |
| Somalia | 4013 | < 0.1% | |
| Nigeria | 3877 | < 0.1% | |
| Thailand | 3670 | < 0.1% | |
| Colombia | 3320 | < 0.1% | |
| Yemen | 3291 | < 0.1% | |
| Other values (166) | 37522 | 31.2% |
| Max length | 32 |
|---|---|
| Mean length | 7.3166 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
crit1
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 | 1349 |
| Value | Count | Frequency (%) | |
| 1 | 119090 | > 99.9% | |
| 0 | 1349 | < 0.1% |
crit2
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 | 644 |
| Value | Count | Frequency (%) | |
| 1 | 119795 | > 99.9% | |
| 0 | 644 | < 0.1% |
crit3
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 | 14177 |
| Value | Count | Frequency (%) | |
| 1 | 106262 | 88.2% | |
| 0 | 14177 | 11.8% |
dbsource
Categorical
| Distinct count | 18 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| START Primary Collection | |
|---|---|
| ISVG | |
| CETIS | |
| Other values (15) | 9067 |
| Value | Count | Frequency (%) | |
| START Primary Collection | 78002 | 64.8% | |
| ISVG | 17207 | 14.3% | |
| CETIS | 16163 | 13.4% | |
| PGIS | 6187 | 5.1% | |
| UMD Schmid 2012 | 1165 | < 0.1% | |
| UMD Algeria 2010-2012 | 847 | < 0.1% | |
| UMD Sri Lanka 2011 | 376 | < 0.1% | |
| UMD Miscellaneous | 158 | < 0.1% | |
| UMD JTMM Nepal 2012 | 104 | < 0.1% | |
| Eco Project 2010 | 102 | < 0.1% | |
| Other values (8) | 128 | < 0.1% |
| Max length | 40 |
|---|---|
| Mean length | 17.418 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
divert
Categorical
| Distinct count | 52 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 120275 |
| Unknown | 27 |
|---|---|
| Afghanistan | 11 |
| South Sudan | 11 |
| Other values (48) | 115 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Unknown | 27 | < 0.1% | |
| Afghanistan | 11 | < 0.1% | |
| South Sudan | 11 | < 0.1% | |
| Iraq | 9 | < 0.1% | |
| Bangladesh | 8 | < 0.1% | |
| Mali | 7 | < 0.1% | |
| Philippines | 7 | < 0.1% | |
| Pakistan | 6 | < 0.1% | |
| Nepal | 5 | < 0.1% | |
| Somalia | 5 | < 0.1% | |
| Other values (41) | 68 | < 0.1% | |
| (Missing) | 120275 | > 99.9% |
| Max length | 24 |
|---|---|
| Mean length | 3.007 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
doubtterr
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 1 |
| 0 | |
|---|---|
| 1 | 19086 |
| -9 | 2195 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 99157 | 82.3% | |
| 1 | 19086 | 15.8% | |
| -9 | 2195 | < 0.1% | |
| (Missing) | 1 | < 0.1% |
| Max length | 4 |
|---|---|
| Mean length | 3.0182 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
eventid
Numeric
| Distinct count | 120439 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.0112e+11 |
|---|---|
| Minimum | 1.996e+11 |
| Maximum | 2.0171e+11 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1.996e+11 |
|---|---|
| 5-th percentile | 1.9971e+11 |
| Q1 | 2.009e+11 |
| Median | 2.0131e+11 |
| Q3 | 2.0151e+11 |
| 95-th percentile | 2.0171e+11 |
| Maximum | 2.0171e+11 |
| Range | 2.1113e+09 |
| Interquartile range | 6.0402e+08 |
Descriptive statistics
| Standard deviation | 5.5928e+08 |
|---|---|
| Coef of variation | 0.0027808 |
| Kurtosis | 0.79184 |
| Mean | 2.0112e+11 |
| MAD | 4.3784e+08 |
| Skewness | -1.2992 |
| Sum | 2.4223e+16 |
| Variance | 3.1279e+17 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| 2.0171e+11 | 1 | < 0.1% | |
| 2.017e+11 | 1 | < 0.1% | |
| 2.0011e+11 | 1 | < 0.1% | |
| 1.9981e+11 | 1 | < 0.1% | |
| 2.0131e+11 | 1 | < 0.1% | |
| 2.0141e+11 | 1 | < 0.1% | |
| 2.0101e+11 | 1 | < 0.1% | |
| 2.0091e+11 | 1 | < 0.1% | |
| 2.0161e+11 | 1 | < 0.1% | |
| 2.0131e+11 | 1 | < 0.1% | |
| Other values (120429) | 120429 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.996e+11 | 1 | < 0.1% | |
| 1.996e+11 | 1 | < 0.1% | |
| 1.996e+11 | 1 | < 0.1% | |
| 1.996e+11 | 1 | < 0.1% | |
| 1.996e+11 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2.0171e+11 | 1 | < 0.1% | |
| 2.0171e+11 | 1 | < 0.1% | |
| 2.0171e+11 | 1 | < 0.1% | |
| 2.0171e+11 | 1 | < 0.1% | |
| 2.0171e+11 | 1 | < 0.1% |
extended
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 7151 |
| Value | Count | Frequency (%) | |
| 0 | 113288 | 94.1% | |
| 1 | 7151 | 5.9% |
gname
Categorical
| Distinct count | 1786 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Unknown | |
|---|---|
| Taliban | 7474 |
| Islamic State of Iraq and the Levant (ISIL) | 5613 |
| Other values (1783) |
| Value | Count | Frequency (%) | |
| Unknown | 63052 | 52.4% | |
| Taliban | 7474 | 6.2% | |
| Islamic State of Iraq and the Levant (ISIL) | 5613 | < 0.1% | |
| Al-Shabaab | 3288 | < 0.1% | |
| Boko Haram | 2418 | < 0.1% | |
| Communist Party of India - Maoist (CPI-Maoist) | 1878 | < 0.1% | |
| New People's Army (NPA) | 1806 | < 0.1% | |
| Maoists | 1619 | < 0.1% | |
| Revolutionary Armed Forces of Colombia (FARC) | 1553 | < 0.1% | |
| Tehrik-i-Taliban Pakistan (TTP) | 1351 | < 0.1% | |
| Other values (1776) | 30387 | 25.2% |
| Max length | 98 |
|---|---|
| Mean length | 15.855 |
| Min length | 2 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
gname2
Categorical
| Distinct count | 386 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 118566 |
| Al-Nusrah Front | 56 |
|---|---|
| Khorasan Chapter of the Islamic State | 53 |
| Badr Brigades | 52 |
| Other values (382) | 1712 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Al-Nusrah Front | 56 | < 0.1% | |
| Khorasan Chapter of the Islamic State | 53 | < 0.1% | |
| Badr Brigades | 52 | < 0.1% | |
| Islamic State of Iraq and the Levant (ISIL) | 47 | < 0.1% | |
| National Liberation Army of Colombia (ELN) | 45 | < 0.1% | |
| Tehrik-i-Taliban Pakistan (TTP) | 44 | < 0.1% | |
| Lashkar-e-Taiba (LeT) | 42 | < 0.1% | |
| Taliban | 42 | < 0.1% | |
| Lashkar-e-Jhangvi | 40 | < 0.1% | |
| Palestinian Islamic Jihad (PIJ) | 37 | < 0.1% | |
| Other values (375) | 1415 | < 0.1% | |
| (Missing) | 118566 | > 99.9% |
| Max length | 100 |
|---|---|
| Mean length | 3.375 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
gname3
Categorical
| Distinct count | 112 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 120126 |
| Free Syrian Army | 19 |
|---|---|
| Jaish-e-Mohammad (JeM) | 18 |
| Islamic State of Iraq and the Levant (ISIL) | 16 |
| Other values (108) | 260 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Free Syrian Army | 19 | < 0.1% | |
| Jaish-e-Mohammad (JeM) | 18 | < 0.1% | |
| Islamic State of Iraq and the Levant (ISIL) | 16 | < 0.1% | |
| National Democratic Alliance Army (NDAA-ESSA) | 15 | < 0.1% | |
| Lashkar-e-Taiba (LeT) | 13 | < 0.1% | |
| Ahrar al-Sham | 12 | < 0.1% | |
| Al-Nusrah Front | 11 | < 0.1% | |
| Abu Sayyaf Group (ASG) | 9 | < 0.1% | |
| Jaysh al-Islam (Syria) | 8 | < 0.1% | |
| Maoist Communist Central of Nepal (MCCN) | 8 | < 0.1% | |
| Other values (101) | 184 | < 0.1% | |
| (Missing) | 120126 | > 99.9% |
| Max length | 55 |
|---|---|
| Mean length | 3.0592 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
gsubname
Categorical
| Distinct count | 866 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 116970 |
| Jamaat-ul-Ahrar | 119 |
|---|---|
| Nineveh Province of the Islamic State | 102 |
| Rebels | 96 |
| Other values (862) | 3152 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Jamaat-ul-Ahrar | 119 | < 0.1% | |
| Nineveh Province of the Islamic State | 102 | < 0.1% | |
| Rebels | 96 | < 0.1% | |
| Baghdad Province of the Islamic State | 92 | < 0.1% | |
| Diyala Province of the Islamic State | 68 | < 0.1% | |
| Al Anbar Province of the Islamic State | 59 | < 0.1% | |
| Activists | 57 | < 0.1% | |
| Militants | 51 | < 0.1% | |
| Songbijit Faction | 47 | < 0.1% | |
| Ezzedine al-Qassam Brigades | 44 | < 0.1% | |
| Other values (855) | 2734 | < 0.1% | |
| (Missing) | 116970 | > 99.9% |
| Max length | 119 |
|---|---|
| Mean length | 3.625 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
gsubname2
Categorical
| Distinct count | 60 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 120281 |
| The Family | 19 |
|---|---|
| Jamaat-ul-Ahrar | 13 |
| Intifadat Ahrar al-Iraq | 10 |
| Other values (56) | 116 |
| (Missing) |
| Value | Count | Frequency (%) | |
| The Family | 19 | < 0.1% | |
| Jamaat-ul-Ahrar | 13 | < 0.1% | |
| Intifadat Ahrar al-Iraq | 10 | < 0.1% | |
| al-Quds Brigades | 10 | < 0.1% | |
| Forces for the Defense of Democracy (FDD) | 9 | < 0.1% | |
| Ezzedine al-Qassam Brigades | 8 | < 0.1% | |
| Fidayeen | 8 | < 0.1% | |
| Al-Nusrah Front in Lebanon | 7 | < 0.1% | |
| Al-Alami | 5 | < 0.1% | |
| Suqour al-Sham | 4 | < 0.1% | |
| Other values (49) | 65 | < 0.1% | |
| (Missing) | 120281 | > 99.9% |
| Max length | 58 |
|---|---|
| Mean length | 3.0218 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
gsubname3
Categorical
| Distinct count | 15 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 120419 |
| Jaysh al-Nukhba; Al-Izzah | 5 |
|---|---|
| Ezzedine al-Qassam Brigades | 2 |
| Al-Rahman Corps | 2 |
| Other values (11) | 11 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Jaysh al-Nukhba; Al-Izzah | 5 | < 0.1% | |
| Ezzedine al-Qassam Brigades | 2 | < 0.1% | |
| Al-Rahman Corps | 2 | < 0.1% | |
| Jihad Jibril | 1 | < 0.1% | |
| Commander Ibn al-Khattab | 1 | < 0.1% | |
| Al-Alami | 1 | < 0.1% | |
| Ahrar al-Sham | 1 | < 0.1% | |
| Jaish al-Muhajireen wal-Ansar (Muhajireen Army) | 1 | < 0.1% | |
| Paresh Barua | 1 | < 0.1% | |
| The Fastaqim Kama Umirta Gathering | 1 | < 0.1% | |
| Other values (4) | 4 | < 0.1% | |
| (Missing) | 120419 | > 99.9% |
| Max length | 47 |
|---|---|
| Mean length | 3.0033 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
guncertain1
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 380 |
| 0 | |
|---|---|
| 1 | 11935 |
| (Missing) | 380 |
| Value | Count | Frequency (%) | |
| 0 | 108124 | 89.8% | |
| 1 | 11935 | 9.9% | |
| (Missing) | 380 | < 0.1% |
guncertain2
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 118624 |
| 0 | 1322 |
|---|---|
| 1 | 493 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 1322 | < 0.1% | |
| 1 | 493 | < 0.1% | |
| (Missing) | 118624 | > 99.9% |
guncertain3
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 120130 |
| 0 | 248 |
|---|---|
| 1 | 61 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 248 | < 0.1% | |
| 1 | 61 | < 0.1% | |
| (Missing) | 120130 | > 99.9% |
hostkidoutcome
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 92.1% |
| Missing (n) | 110906 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.8637 |
|---|---|
| Minimum | 1 |
| Maximum | 7 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| Median | 5 |
| Q3 | 7 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range | 4 |
Descriptive statistics
| Standard deviation | 2.0125 |
|---|---|
| Coef of variation | 0.41378 |
| Kurtosis | -1.4839 |
| Mean | 4.8637 |
| MAD | 1.8334 |
| Skewness | -0.27662 |
| Sum | 46366 |
| Variance | 4.0501 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| 7 | 3530 | < 0.1% | |
| 2 | 2304 | < 0.1% | |
| 4 | 2128 | < 0.1% | |
| 6 | 1003 | < 0.1% | |
| 5 | 426 | < 0.1% | |
| 3 | 123 | < 0.1% | |
| 1 | 19 | < 0.1% | |
| (Missing) | 110906 | 92.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 19 | < 0.1% | |
| 2 | 2304 | < 0.1% | |
| 3 | 123 | < 0.1% | |
| 4 | 2128 | < 0.1% | |
| 5 | 426 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7 | 3530 | < 0.1% | |
| 6 | 1003 | < 0.1% | |
| 5 | 426 | < 0.1% | |
| 4 | 2128 | < 0.1% | |
| 3 | 123 | < 0.1% |
hostkidoutcome_txt
Categorical
| Distinct count | 8 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 92.1% |
| Missing (n) | 110906 |
| Unknown | 3530 |
|---|---|
| Hostage(s) released by perpetrators | 2304 |
| Hostage(s) killed (not during rescue attempt) | 2128 |
| Other values (4) | 1571 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Unknown | 3530 | < 0.1% | |
| Hostage(s) released by perpetrators | 2304 | < 0.1% | |
| Hostage(s) killed (not during rescue attempt) | 2128 | < 0.1% | |
| Combination | 1003 | < 0.1% | |
| Successful Rescue | 426 | < 0.1% | |
| Hostage(s) escaped (not during rescue attempt) | 123 | < 0.1% | |
| Attempted Rescue | 19 | < 0.1% | |
| (Missing) | 110906 | 92.1% |
| Max length | 46 |
|---|---|
| Mean length | 4.6336 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
iday
Numeric
| Distinct count | 32 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 15.563 |
|---|---|
| Minimum | 0 |
| Maximum | 31 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| Median | 15 |
| Q3 | 23 |
| 95-th percentile | 29 |
| Maximum | 31 |
| Range | 31 |
| Interquartile range | 15 |
Descriptive statistics
| Standard deviation | 8.8187 |
|---|---|
| Coef of variation | 0.56663 |
| Kurtosis | -1.1926 |
| Mean | 15.563 |
| MAD | 7.6322 |
| Skewness | 0.022427 |
| Sum | 1.8744e+06 |
| Variance | 77.77 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| 15 | 4184 | < 0.1% | |
| 3 | 4106 | < 0.1% | |
| 9 | 4049 | < 0.1% | |
| 1 | 4042 | < 0.1% | |
| 4 | 4041 | < 0.1% | |
| 14 | 4032 | < 0.1% | |
| 11 | 4023 | < 0.1% | |
| 2 | 4021 | < 0.1% | |
| 27 | 4015 | < 0.1% | |
| 8 | 4009 | < 0.1% | |
| Other values (22) | 79917 | 66.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 306 | < 0.1% | |
| 1 | 4042 | < 0.1% | |
| 2 | 4021 | < 0.1% | |
| 3 | 4106 | < 0.1% | |
| 4 | 4041 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 31 | 2149 | < 0.1% | |
| 30 | 3443 | < 0.1% | |
| 29 | 3697 | < 0.1% | |
| 28 | 3978 | < 0.1% | |
| 27 | 4015 | < 0.1% |
imonth
Numeric
| Distinct count | 12 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.4732 |
|---|---|
| Minimum | 1 |
| Maximum | 12 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| Median | 6 |
| Q3 | 9 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range | 5 |
Descriptive statistics
| Standard deviation | 3.3849 |
|---|---|
| Coef of variation | 0.52291 |
| Kurtosis | -1.1634 |
| Mean | 6.4732 |
| MAD | 2.9201 |
| Skewness | 0.0027721 |
| Sum | 7.7963e+05 |
| Variance | 11.458 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| 5 | 11109 | 9.2% | |
| 7 | 11031 | 9.2% | |
| 8 | 10748 | 8.9% | |
| 6 | 10296 | 8.5% | |
| 11 | 10159 | 8.4% | |
| 4 | 10137 | 8.4% | |
| 10 | 10068 | 8.4% | |
| 1 | 9995 | 8.3% | |
| 3 | 9713 | 8.1% | |
| 2 | 9187 | 7.6% | |
| Other values (2) | 17996 | 14.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 9995 | 8.3% | |
| 2 | 9187 | 7.6% | |
| 3 | 9713 | 8.1% | |
| 4 | 10137 | 8.4% | |
| 5 | 11109 | 9.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 12 | 8886 | 7.4% | |
| 11 | 10159 | 8.4% | |
| 10 | 10068 | 8.4% | |
| 9 | 9110 | 7.6% | |
| 8 | 10748 | 8.9% |
individual
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 453 |
| Value | Count | Frequency (%) | |
| 0 | 119986 | > 99.9% | |
| 1 | 453 | < 0.1% |
INT_ANY
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| -9 | |
|---|---|
| 0 | |
| 1 |
| Value | Count | Frequency (%) | |
| -9 | 63706 | 52.9% | |
| 0 | 34960 | 29.0% | |
| 1 | 21773 | 18.1% |
| Max length | 2 |
|---|---|
| Mean length | 1.5289 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
INT_IDEO
Highly correlated
This variable is highly correlated with INT_ANY and should be ignored for analysis
| Correlation | 0.91075 |
|---|
INT_LOG
Highly correlated
This variable is highly correlated with INT_IDEO and should be ignored for analysis
| Correlation | 0.99728 |
|---|
INT_MISC
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 9385 |
| -9 | 156 |
| Value | Count | Frequency (%) | |
| 0 | 110898 | 92.1% | |
| 1 | 9385 | 7.8% | |
| -9 | 156 | < 0.1% |
| Max length | 2 |
|---|---|
| Mean length | 1.0013 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
ishostkid
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 3 |
| 0 | |
|---|---|
| 1 | 9886 |
| -9 | 317 |
| (Missing) | 3 |
| Value | Count | Frequency (%) | |
| 0 | 110233 | 91.5% | |
| 1 | 9886 | 8.2% | |
| -9 | 317 | < 0.1% | |
| (Missing) | 3 | < 0.1% |
| Max length | 4 |
|---|---|
| Mean length | 3.0026 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
iyear
Highly correlated
This variable is highly correlated with eventid and should be ignored for analysis
| Correlation | 0.99998 |
|---|
kidhijcountry
Categorical
| Distinct count | 84 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 119726 |
| Colombia | 174 |
|---|---|
| Unknown | 88 |
| Russia | 39 |
| Other values (80) | 412 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Colombia | 174 | < 0.1% | |
| Unknown | 88 | < 0.1% | |
| Russia | 39 | < 0.1% | |
| Mexico | 37 | < 0.1% | |
| Philippines | 36 | < 0.1% | |
| Iraq | 20 | < 0.1% | |
| Yemen | 18 | < 0.1% | |
| Venezuela | 16 | < 0.1% | |
| Afghanistan | 16 | < 0.1% | |
| Guatemala | 15 | < 0.1% | |
| Other values (73) | 254 | < 0.1% | |
| (Missing) | 119726 | > 99.9% |
| Max length | 32 |
|---|---|
| Mean length | 3.0282 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
latitude
Numeric
| Distinct count | 40195 |
|---|---|
| Unique (%) | 33.4% |
| Missing (%) | < 0.1% |
| Missing (n) | 1284 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 26.279 |
|---|---|
| Minimum | -42.884 |
| Maximum | 74.634 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -42.884 |
|---|---|
| 5-th percentile | 2.0598 |
| Q1 | 15.19 |
| Median | 32.397 |
| Q3 | 34.359 |
| 95-th percentile | 43.25 |
| Maximum | 74.634 |
| Range | 117.52 |
| Interquartile range | 19.169 |
Descriptive statistics
| Standard deviation | 13.796 |
|---|---|
| Coef of variation | 0.52498 |
| Kurtosis | 0.83896 |
| Mean | 26.279 |
| MAD | 11.237 |
| Skewness | -0.88675 |
| Sum | 3.1313e+06 |
| Variance | 190.33 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| 33.304 | 7483 | 6.2% | |
| 36.354 | 2244 | < 0.1% | |
| 24.891 | 1810 | < 0.1% | |
| 2.0598 | 1458 | < 0.1% | |
| 35.452 | 903 | < 0.1% | |
| 32.069 | 830 | < 0.1% | |
| 30.201 | 777 | < 0.1% | |
| 33.743 | 719 | < 0.1% | |
| 34.006 | 694 | < 0.1% | |
| 34.517 | 669 | < 0.1% | |
| Other values (40184) | 101568 | 84.3% | |
| (Missing) | 1284 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -42.884 | 1 | < 0.1% | |
| -42.25 | 1 | < 0.1% | |
| -41.286 | 10 | < 0.1% | |
| -41.257 | 1 | < 0.1% | |
| -41.15 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 74.634 | 1 | < 0.1% | |
| 65.825 | 1 | < 0.1% | |
| 65.683 | 1 | < 0.1% | |
| 65.012 | 1 | < 0.1% | |
| 64.624 | 1 | < 0.1% |
location
Categorical
| Distinct count | 43514 |
|---|---|
| Unique (%) | 36.1% |
| Missing (%) | 54.6% |
| Missing (n) | 65752 |
| The attack took place in Baghdad, Baghdad, Iraq. | 142 |
|---|---|
| Belfast (Capital City) | 98 |
| The incident occurred at the Donetsk Sergey Prokofiev International Airport. | 62 |
| Other values (43510) | |
| (Missing) |
| Value | Count | Frequency (%) | |
| The attack took place in Baghdad, Baghdad, Iraq. | 142 | < 0.1% | |
| Belfast (Capital City) | 98 | < 0.1% | |
| The incident occurred at the Donetsk Sergey Prokofiev International Airport. | 62 | < 0.1% | |
| The attack took place in Mosul, Ninawa, Iraq. | 51 | < 0.1% | |
| The incident occurred in the Balad Ruz district. | 48 | < 0.1% | |
| The incident occurred in the Shaab area of Adhamiyah neighborhood | 40 | < 0.1% | |
| The incident occurred in the Al-Faris district. | 39 | < 0.1% | |
| The attack took place in Kirkuk, At Ta'mim, Iraq. | 39 | < 0.1% | |
| The incident occurred in the Hayy ath-Thawrah neighborhood. | 38 | < 0.1% | |
| The incident occurred in the Abu Ghraib district. | 35 | < 0.1% | |
| Other values (43503) | 54095 | 44.9% | |
| (Missing) | 65752 | 54.6% |
| Max length | 428 |
|---|---|
| Mean length | 27.018 |
| Min length | 2 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
longitude
Numeric
| Distinct count | 39811 |
|---|---|
| Unique (%) | 33.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 1284 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 48.971 |
|---|---|
| Minimum | -124.22 |
| Maximum | 179.37 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -124.22 |
|---|---|
| 5-th percentile | -6.3286 |
| Q1 | 36.292 |
| Median | 44.584 |
| Q3 | 70.797 |
| 95-th percentile | 104.03 |
| Maximum | 179.37 |
| Range | 303.59 |
| Interquartile range | 34.505 |
Descriptive statistics
| Standard deviation | 39.489 |
|---|---|
| Coef of variation | 0.80638 |
| Kurtosis | 3.0346 |
| Mean | 48.971 |
| MAD | 27.447 |
| Skewness | -1.1109 |
| Sum | 5.8352e+06 |
| Variance | 1559.4 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| 44.372 | 7483 | 6.2% | |
| 43.144 | 2244 | < 0.1% | |
| 67.143 | 1810 | < 0.1% | |
| 45.326 | 1458 | < 0.1% | |
| 44.375 | 903 | < 0.1% | |
| 20.151 | 830 | < 0.1% | |
| 66.994 | 777 | < 0.1% | |
| 44.624 | 719 | < 0.1% | |
| 71.537 | 694 | < 0.1% | |
| 69.147 | 669 | < 0.1% | |
| Other values (39800) | 101568 | 84.3% | |
| (Missing) | 1284 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -124.22 | 1 | < 0.1% | |
| -124.22 | 1 | < 0.1% | |
| -124.16 | 2 | < 0.1% | |
| -124.09 | 2 | < 0.1% | |
| -123.83 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 179.37 | 1 | < 0.1% | |
| 179.34 | 1 | < 0.1% | |
| 178.44 | 5 | < 0.1% | |
| 177.45 | 1 | < 0.1% | |
| 176.99 | 1 | < 0.1% |
motive
Categorical
| Distinct count | 14026 |
|---|---|
| Unique (%) | 11.6% |
| Missing (%) | 58.9% |
| Missing (n) | 70924 |
| Unknown | |
|---|---|
| The specific motive for the attack is unknown. | |
| The specific motive is unknown; however, sources noted that the attack may have been part of a larger trend of violence related to Bangladesh's nationwide hartal, which began on January 6, 2015. | 297 |
| Other values (14022) | |
| (Missing) |
| Value | Count | Frequency (%) | |
| Unknown | 14780 | 12.3% | |
| The specific motive for the attack is unknown. | 14430 | 12.0% | |
| The specific motive is unknown; however, sources noted that the attack may have been part of a larger trend of violence related to Bangladesh's nationwide hartal, which began on January 6, 2015. | 297 | < 0.1% | |
| The specific motive for the attack is unknown.. | 148 | < 0.1% | |
| The specific motive for the attack is unknown or was not reported. | 144 | < 0.1% | |
| The specific motive for the attack is unknown | 73 | < 0.1% | |
| Part of a campaign by Islamic extremists to destabilize Algeria by weakening security forces protecting the 'apostate' Algerian government. | 66 | < 0.1% | |
| The specific motive for the attack was political. | 57 | < 0.1% | |
| The specific motive is unknown; however, sources suspected that the attack, which targeted members of the Sunni community, may have been part of a larger trend of sectarian violence between Iraq's minority Sunni and majority Shiite communities. | 52 | < 0.1% | |
| The specific motive is unknown; however, sources noted that parliamentary elections were scheduled for January 5, 2014. Sources also noted that the opposition advocated for citizens to "resist" the elections. | 50 | < 0.1% | |
| Other values (14015) | 19418 | 16.1% | |
| (Missing) | 70924 | 58.9% |
| Max length | 899 |
|---|---|
| Mean length | 35.602 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
multiple
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 1 |
| 0 | |
|---|---|
| 1 | 18958 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 101480 | 84.3% | |
| 1 | 18958 | 15.7% | |
| (Missing) | 1 | < 0.1% |
natlty1
Numeric
| Distinct count | 196 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 1209 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 126.58 |
|---|---|
| Minimum | 4 |
| Maximum | 1004 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 92 |
| Median | 97 |
| Q3 | 160 |
| 95-th percentile | 228 |
| Maximum | 1004 |
| Range | 1000 |
| Interquartile range | 68 |
Descriptive statistics
| Standard deviation | 95.63 |
|---|---|
| Coef of variation | 0.7555 |
| Kurtosis | 29.386 |
| Mean | 126.58 |
| MAD | 63.024 |
| Skewness | 3.7265 |
| Sum | 1.5092e+07 |
| Variance | 9145.1 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| 95 | 23976 | 19.9% | |
| 153 | 12687 | 10.5% | |
| 4 | 10822 | 9.0% | |
| 92 | 9530 | 7.9% | |
| 160 | 4999 | < 0.1% | |
| 147 | 3726 | < 0.1% | |
| 205 | 3646 | < 0.1% | |
| 45 | 3204 | < 0.1% | |
| 182 | 3117 | < 0.1% | |
| 228 | 3078 | < 0.1% | |
| Other values (185) | 40445 | 33.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 4 | 10822 | 9.0% | |
| 5 | 87 | < 0.1% | |
| 6 | 2035 | < 0.1% | |
| 8 | 124 | < 0.1% | |
| 11 | 48 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1004 | 183 | < 0.1% | |
| 1003 | 48 | < 0.1% | |
| 1002 | 5 | < 0.1% | |
| 1001 | 16 | < 0.1% | |
| 999 | 258 | < 0.1% |
natlty1_txt
Categorical
| Distinct count | 196 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 1209 |
| Iraq | |
|---|---|
| Pakistan | 12687 |
| Afghanistan | 10822 |
| Other values (192) |
| Value | Count | Frequency (%) | |
| Iraq | 23976 | 19.9% | |
| Pakistan | 12687 | 10.5% | |
| Afghanistan | 10822 | 9.0% | |
| India | 9530 | 7.9% | |
| Philippines | 4999 | < 0.1% | |
| Nigeria | 3726 | < 0.1% | |
| Thailand | 3646 | < 0.1% | |
| Colombia | 3204 | < 0.1% | |
| Somalia | 3117 | < 0.1% | |
| Yemen | 3078 | < 0.1% | |
| Other values (185) | 40445 | 33.6% |
| Max length | 32 |
|---|---|
| Mean length | 7.2655 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
natlty2
Numeric
| Distinct count | 144 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 91.5% |
| Missing (n) | 110200 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 129.11 |
|---|---|
| Minimum | 4 |
| Maximum | 1004 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 92 |
| Median | 97 |
| Q3 | 182 |
| 95-th percentile | 228 |
| Maximum | 1004 |
| Range | 1000 |
| Interquartile range | 90 |
Descriptive statistics
| Standard deviation | 126.55 |
|---|---|
| Coef of variation | 0.98015 |
| Kurtosis | 28.142 |
| Mean | 129.11 |
| MAD | 73.664 |
| Skewness | 4.4389 |
| Sum | 1.3219e+06 |
| Variance | 16014 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| 95 | 1783 | < 0.1% | |
| 4 | 1437 | < 0.1% | |
| 153 | 742 | < 0.1% | |
| 92 | 655 | < 0.1% | |
| 182 | 632 | < 0.1% | |
| 160 | 403 | < 0.1% | |
| 205 | 391 | < 0.1% | |
| 147 | 309 | < 0.1% | |
| 200 | 277 | < 0.1% | |
| 45 | 274 | < 0.1% | |
| Other values (133) | 3336 | < 0.1% | |
| (Missing) | 110200 | 91.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 4 | 1437 | < 0.1% | |
| 5 | 3 | < 0.1% | |
| 6 | 163 | < 0.1% | |
| 7 | 1 | < 0.1% | |
| 8 | 16 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1004 | 21 | < 0.1% | |
| 1003 | 4 | < 0.1% | |
| 999 | 115 | < 0.1% | |
| 603 | 1 | < 0.1% | |
| 422 | 87 | < 0.1% |
natlty2_txt
Categorical
| Distinct count | 144 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 91.5% |
| Missing (n) | 110200 |
| Iraq | 1783 |
|---|---|
| Afghanistan | 1437 |
| Pakistan | 742 |
| Other values (140) | 6277 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Iraq | 1783 | < 0.1% | |
| Afghanistan | 1437 | < 0.1% | |
| Pakistan | 742 | < 0.1% | |
| India | 655 | < 0.1% | |
| Somalia | 632 | < 0.1% | |
| Philippines | 403 | < 0.1% | |
| Thailand | 391 | < 0.1% | |
| Nigeria | 309 | < 0.1% | |
| Syria | 277 | < 0.1% | |
| Colombia | 274 | < 0.1% | |
| Other values (133) | 3336 | < 0.1% | |
| (Missing) | 110200 | 91.5% |
| Max length | 32 |
|---|---|
| Mean length | 3.3953 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
natlty3
Numeric
| Distinct count | 96 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 119392 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 144.81 |
|---|---|
| Minimum | 4 |
| Maximum | 1004 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 75 |
| Median | 104 |
| Q3 | 182 |
| 95-th percentile | 229 |
| Maximum | 1004 |
| Range | 1000 |
| Interquartile range | 107 |
Descriptive statistics
| Standard deviation | 169.15 |
|---|---|
| Coef of variation | 1.1681 |
| Kurtosis | 17.276 |
| Mean | 144.81 |
| MAD | 88.311 |
| Skewness | 3.9156 |
| Sum | 1.5162e+05 |
| Variance | 28612 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| 95 | 138 | < 0.1% | |
| 4 | 127 | < 0.1% | |
| 153 | 56 | < 0.1% | |
| 92 | 53 | < 0.1% | |
| 160 | 50 | < 0.1% | |
| 147 | 47 | < 0.1% | |
| 45 | 44 | < 0.1% | |
| 182 | 44 | < 0.1% | |
| 93 | 30 | < 0.1% | |
| 205 | 28 | < 0.1% | |
| Other values (85) | 430 | < 0.1% | |
| (Missing) | 119392 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 4 | 127 | < 0.1% | |
| 5 | 1 | < 0.1% | |
| 6 | 13 | < 0.1% | |
| 8 | 3 | < 0.1% | |
| 11 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1004 | 7 | < 0.1% | |
| 999 | 25 | < 0.1% | |
| 422 | 12 | < 0.1% | |
| 334 | 1 | < 0.1% | |
| 231 | 1 | < 0.1% |
natlty3_txt
Categorical
| Distinct count | 96 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 119392 |
| Iraq | 138 |
|---|---|
| Afghanistan | 127 |
| Pakistan | 56 |
| Other values (92) | 726 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Iraq | 138 | < 0.1% | |
| Afghanistan | 127 | < 0.1% | |
| Pakistan | 56 | < 0.1% | |
| India | 53 | < 0.1% | |
| Philippines | 50 | < 0.1% | |
| Nigeria | 47 | < 0.1% | |
| Somalia | 44 | < 0.1% | |
| Colombia | 44 | < 0.1% | |
| Indonesia | 30 | < 0.1% | |
| Thailand | 28 | < 0.1% | |
| Other values (85) | 430 | < 0.1% | |
| (Missing) | 119392 | > 99.9% |
| Max length | 32 |
|---|---|
| Mean length | 3.0447 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
ndays
Numeric
| Distinct count | 305 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 94.0% |
| Missing (n) | 113272 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -40.585 |
|---|---|
| Minimum | -99 |
| Maximum | 2078 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -99 |
|---|---|
| 5-th percentile | -99 |
| Q1 | -99 |
| Median | -99 |
| Q3 | 3 |
| 95-th percentile | 74 |
| Maximum | 2078 |
| Range | 2177 |
| Interquartile range | 102 |
Descriptive statistics
| Standard deviation | 117.17 |
|---|---|
| Coef of variation | -2.8871 |
| Kurtosis | 86.388 |
| Mean | -40.585 |
| MAD | 69.345 |
| Skewness | 7.2391 |
| Sum | -2.9087e+05 |
| Variance | 13729 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| -99 | 4254 | < 0.1% | |
| 1 | 582 | < 0.1% | |
| 2 | 352 | < 0.1% | |
| 3 | 262 | < 0.1% | |
| 4 | 175 | < 0.1% | |
| 5 | 136 | < 0.1% | |
| 7 | 96 | < 0.1% | |
| 6 | 93 | < 0.1% | |
| 8 | 70 | < 0.1% | |
| 11 | 52 | < 0.1% | |
| Other values (294) | 1095 | < 0.1% | |
| (Missing) | 113272 | 94.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -99 | 4254 | < 0.1% | |
| 0 | 35 | < 0.1% | |
| 1 | 582 | < 0.1% | |
| 2 | 352 | < 0.1% | |
| 3 | 262 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2078 | 1 | < 0.1% | |
| 1941 | 1 | < 0.1% | |
| 1879 | 1 | < 0.1% | |
| 1826 | 1 | < 0.1% | |
| 1796 | 1 | < 0.1% |
nhostkid
Numeric
| Distinct count | 170 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 91.8% |
| Missing (n) | 110553 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.5677 |
|---|---|
| Minimum | -99 |
| Maximum | 5350 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -99 |
|---|---|
| 5-th percentile | -99 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 5 |
| 95-th percentile | 30 |
| Maximum | 5350 |
| Range | 5449 |
| Interquartile range | 4 |
Descriptive statistics
| Standard deviation | 89.995 |
|---|---|
| Coef of variation | 16.164 |
| Kurtosis | 1512 |
| Mean | 5.5677 |
| MAD | 16.412 |
| Skewness | 31.799 |
| Sum | 55042 |
| Variance | 8099 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| 1 | 3837 | < 0.1% | |
| 2 | 1468 | < 0.1% | |
| 3 | 872 | < 0.1% | |
| 4 | 618 | < 0.1% | |
| -99 | 525 | < 0.1% | |
| 5 | 387 | < 0.1% | |
| 6 | 304 | < 0.1% | |
| 7 | 202 | < 0.1% | |
| 10 | 144 | < 0.1% | |
| 8 | 138 | < 0.1% | |
| Other values (159) | 1391 | < 0.1% | |
| (Missing) | 110553 | 91.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -99 | 525 | < 0.1% | |
| 0 | 6 | < 0.1% | |
| 1 | 3837 | < 0.1% | |
| 2 | 1468 | < 0.1% | |
| 3 | 872 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5350 | 1 | < 0.1% | |
| 3000 | 1 | < 0.1% | |
| 2000 | 4 | < 0.1% | |
| 1686 | 1 | < 0.1% | |
| 1500 | 1 | < 0.1% |
nhostkidus
Numeric
| Distinct count | 17 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 91.8% |
| Missing (n) | 110608 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.52314 |
|---|---|
| Minimum | -99 |
| Maximum | 86 |
| Zeros (%) | 8.0% |
Quantile statistics
| Minimum | -99 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 86 |
| Range | 185 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 7.7146 |
|---|---|
| Coef of variation | -14.747 |
| Kurtosis | 156.27 |
| Mean | -0.52314 |
| MAD | 1.162 |
| Skewness | -11.999 |
| Sum | -5143 |
| Variance | 59.516 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| 0 | 9600 | 8.0% | |
| 1 | 112 | < 0.1% | |
| -99 | 58 | < 0.1% | |
| 2 | 25 | < 0.1% | |
| 3 | 15 | < 0.1% | |
| 4 | 9 | < 0.1% | |
| 56 | 2 | < 0.1% | |
| 7 | 2 | < 0.1% | |
| 38 | 1 | < 0.1% | |
| 86 | 1 | < 0.1% | |
| Other values (6) | 6 | < 0.1% | |
| (Missing) | 110608 | 91.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -99 | 58 | < 0.1% | |
| 0 | 9600 | 8.0% | |
| 1 | 112 | < 0.1% | |
| 2 | 25 | < 0.1% | |
| 3 | 15 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 86 | 1 | < 0.1% | |
| 56 | 2 | < 0.1% | |
| 54 | 1 | < 0.1% | |
| 38 | 1 | < 0.1% | |
| 17 | 1 | < 0.1% |
nhours
Numeric
| Distinct count | 29 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 117610 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -73.032 |
|---|---|
| Minimum | -99 |
| Maximum | 24 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -99 |
|---|---|
| 5-th percentile | -99 |
| Q1 | -99 |
| Median | -99 |
| Q3 | 0 |
| 95-th percentile | 5 |
| Maximum | 24 |
| Range | 123 |
| Interquartile range | 99 |
Descriptive statistics
| Standard deviation | 44.529 |
|---|---|
| Coef of variation | -0.60972 |
| Kurtosis | -0.67676 |
| Mean | -73.032 |
| MAD | 38.717 |
| Skewness | 1.1407 |
| Sum | -2.0661e+05 |
| Variance | 1982.9 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| -99 | 2109 | < 0.1% | |
| 0 | 230 | < 0.1% | |
| 1 | 170 | < 0.1% | |
| 2 | 81 | < 0.1% | |
| 3 | 46 | < 0.1% | |
| 4 | 36 | < 0.1% | |
| 6 | 24 | < 0.1% | |
| 12 | 18 | < 0.1% | |
| 5 | 16 | < 0.1% | |
| 7 | 12 | < 0.1% | |
| Other values (18) | 87 | < 0.1% | |
| (Missing) | 117610 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -99 | 2109 | < 0.1% | |
| -9 | 11 | < 0.1% | |
| 0 | 230 | < 0.1% | |
| 0.25 | 1 | < 0.1% | |
| 1 | 170 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 24 | 6 | < 0.1% | |
| 23 | 4 | < 0.1% | |
| 22 | 5 | < 0.1% | |
| 21 | 1 | < 0.1% | |
| 20 | 5 | < 0.1% |
nkill
Numeric
| Distinct count | 190 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 4404 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.5633 |
|---|---|
| Minimum | 0 |
| Maximum | 1570 |
| Zeros (%) | 46.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 2 |
| 95-th percentile | 10 |
| Maximum | 1570 |
| Range | 1570 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 12.367 |
|---|---|
| Coef of variation | 4.8245 |
| Kurtosis | 5501.1 |
| Mean | 2.5633 |
| MAD | 3.2546 |
| Skewness | 55.359 |
| Sum | 2.9744e+05 |
| Variance | 152.94 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| 0 | 55602 | 46.2% | |
| 1 | 25719 | 21.4% | |
| 2 | 10814 | 9.0% | |
| 3 | 5901 | < 0.1% | |
| 4 | 3758 | < 0.1% | |
| 5 | 2617 | < 0.1% | |
| 6 | 1851 | < 0.1% | |
| 7 | 1397 | < 0.1% | |
| 8 | 1083 | < 0.1% | |
| 10 | 852 | < 0.1% | |
| Other values (179) | 6441 | 5.3% | |
| (Missing) | 4404 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 55602 | 46.2% | |
| 1 | 25719 | 21.4% | |
| 2 | 10814 | 9.0% | |
| 3 | 5901 | < 0.1% | |
| 4 | 3758 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1570 | 1 | < 0.1% | |
| 1384 | 1 | < 0.1% | |
| 1383 | 1 | < 0.1% | |
| 953 | 1 | < 0.1% | |
| 670 | 1 | < 0.1% |
nkillter
Numeric
| Distinct count | 96 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 7.3% |
| Missing (n) | 8820 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.50654 |
|---|---|
| Minimum | 0 |
| Maximum | 500 |
| Zeros (%) | 82.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 500 |
| Range | 500 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 4.2312 |
|---|---|
| Coef of variation | 8.3531 |
| Kurtosis | 3181 |
| Mean | 0.50654 |
| MAD | 0.89797 |
| Skewness | 42.203 |
| Sum | 56540 |
| Variance | 17.903 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| 0 | 98935 | 82.1% | |
| 1 | 6386 | 5.3% | |
| 2 | 1826 | < 0.1% | |
| 3 | 1084 | < 0.1% | |
| 4 | 671 | < 0.1% | |
| 5 | 453 | < 0.1% | |
| 6 | 381 | < 0.1% | |
| 7 | 237 | < 0.1% | |
| 10 | 212 | < 0.1% | |
| 8 | 207 | < 0.1% | |
| Other values (85) | 1227 | < 0.1% | |
| (Missing) | 8820 | 7.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 98935 | 82.1% | |
| 1 | 6386 | 5.3% | |
| 2 | 1826 | < 0.1% | |
| 3 | 1084 | < 0.1% | |
| 4 | 671 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 500 | 1 | < 0.1% | |
| 346 | 1 | < 0.1% | |
| 301 | 1 | < 0.1% | |
| 300 | 1 | < 0.1% | |
| 250 | 1 | < 0.1% |
nkillus
Numeric
| Distinct count | 26 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 5.3% |
| Missing (n) | 6414 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.037597 |
|---|---|
| Minimum | 0 |
| Maximum | 1360 |
| Zeros (%) | 94.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1360 |
| Range | 1360 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 5.6654 |
|---|---|
| Coef of variation | 150.69 |
| Kurtosis | 55522 |
| Mean | 0.037597 |
| MAD | 0.074791 |
| Skewness | 234.32 |
| Sum | 4287 |
| Variance | 32.097 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| 0 | 113414 | 94.2% | |
| 1 | 375 | < 0.1% | |
| 2 | 116 | < 0.1% | |
| 3 | 44 | < 0.1% | |
| 4 | 27 | < 0.1% | |
| 5 | 13 | < 0.1% | |
| 6 | 11 | < 0.1% | |
| 9 | 3 | < 0.1% | |
| 15 | 3 | < 0.1% | |
| 17 | 2 | < 0.1% | |
| Other values (15) | 17 | < 0.1% | |
| (Missing) | 6414 | 5.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 113414 | 94.2% | |
| 1 | 375 | < 0.1% | |
| 2 | 116 | < 0.1% | |
| 3 | 44 | < 0.1% | |
| 4 | 27 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1360 | 1 | < 0.1% | |
| 1327 | 1 | < 0.1% | |
| 182 | 1 | < 0.1% | |
| 60 | 2 | < 0.1% | |
| 44 | 1 | < 0.1% |
nperpcap
Numeric
| Distinct count | 51 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 7.9% |
| Missing (n) | 9568 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.69023 |
|---|---|
| Minimum | -99 |
| Maximum | 406 |
| Zeros (%) | 88.1% |
Quantile statistics
| Minimum | -99 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 406 |
| Range | 505 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 9.1699 |
|---|---|
| Coef of variation | -13.285 |
| Kurtosis | 150.3 |
| Mean | -0.69023 |
| MAD | 1.6109 |
| Skewness | -8.8437 |
| Sum | -76526 |
| Variance | 84.088 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| 0 | 106081 | 88.1% | |
| 1 | 1905 | < 0.1% | |
| -99 | 908 | < 0.1% | |
| 2 | 742 | < 0.1% | |
| 3 | 390 | < 0.1% | |
| 4 | 251 | < 0.1% | |
| 5 | 143 | < 0.1% | |
| 6 | 89 | < 0.1% | |
| 8 | 50 | < 0.1% | |
| 7 | 46 | < 0.1% | |
| Other values (40) | 266 | < 0.1% | |
| (Missing) | 9568 | 7.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -99 | 908 | < 0.1% | |
| -9 | 4 | < 0.1% | |
| 0 | 106081 | 88.1% | |
| 1 | 1905 | < 0.1% | |
| 2 | 742 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 406 | 1 | < 0.1% | |
| 271 | 1 | < 0.1% | |
| 200 | 1 | < 0.1% | |
| 126 | 1 | < 0.1% | |
| 100 | 2 | < 0.1% |
nperps
Numeric
| Distinct count | 97 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 15.3% |
| Missing (n) | 18477 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -71.96 |
|---|---|
| Minimum | -99 |
| Maximum | 20000 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -99 |
|---|---|
| 5-th percentile | -99 |
| Q1 | -99 |
| Median | -99 |
| Q3 | -99 |
| 95-th percentile | 6 |
| Maximum | 20000 |
| Range | 20099 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 208.71 |
|---|---|
| Coef of variation | -2.9004 |
| Kurtosis | 2760.5 |
| Mean | -71.96 |
| MAD | 43.109 |
| Skewness | 48.927 |
| Sum | -7.3372e+06 |
| Variance | 43560 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| -99 | 81278 | 67.5% | |
| 1 | 7224 | 6.0% | |
| 2 | 4477 | < 0.1% | |
| 3 | 1702 | < 0.1% | |
| 4 | 1403 | < 0.1% | |
| 5 | 685 | < 0.1% | |
| 6 | 518 | < 0.1% | |
| 10 | 514 | < 0.1% | |
| 20 | 447 | < 0.1% | |
| 30 | 390 | < 0.1% | |
| Other values (86) | 3324 | < 0.1% | |
| (Missing) | 18477 | 15.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -99 | 81278 | 67.5% | |
| -9 | 2 | < 0.1% | |
| 0 | 87 | < 0.1% | |
| 1 | 7224 | 6.0% | |
| 2 | 4477 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 20000 | 1 | < 0.1% | |
| 10000 | 36 | < 0.1% | |
| 5000 | 2 | < 0.1% | |
| 3200 | 1 | < 0.1% | |
| 3000 | 3 | < 0.1% |
nreleased
Numeric
| Distinct count | 128 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 92.3% |
| Missing (n) | 111154 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -33.515 |
|---|---|
| Minimum | -99 |
| Maximum | 2769 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -99 |
|---|---|
| 5-th percentile | -99 |
| Q1 | -99 |
| Median | 0 |
| Q3 | 1 |
| 95-th percentile | 10 |
| Maximum | 2769 |
| Range | 2868 |
| Interquartile range | 100 |
Descriptive statistics
| Standard deviation | 67.183 |
|---|---|
| Coef of variation | -2.0046 |
| Kurtosis | 360.92 |
| Mean | -33.515 |
| MAD | 49.99 |
| Skewness | 10.418 |
| Sum | -3.1119e+05 |
| Variance | 4513.5 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| -99 | 3544 | < 0.1% | |
| 0 | 2284 | < 0.1% | |
| 1 | 1431 | < 0.1% | |
| 2 | 569 | < 0.1% | |
| 3 | 330 | < 0.1% | |
| 4 | 225 | < 0.1% | |
| 5 | 137 | < 0.1% | |
| 6 | 109 | < 0.1% | |
| 7 | 70 | < 0.1% | |
| 9 | 44 | < 0.1% | |
| Other values (117) | 542 | < 0.1% | |
| (Missing) | 111154 | 92.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -99 | 3544 | < 0.1% | |
| 0 | 2284 | < 0.1% | |
| 1 | 1431 | < 0.1% | |
| 2 | 569 | < 0.1% | |
| 3 | 330 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2769 | 1 | < 0.1% | |
| 1201 | 1 | < 0.1% | |
| 1000 | 1 | < 0.1% | |
| 856 | 1 | < 0.1% | |
| 837 | 1 | < 0.1% |
nwound
Numeric
| Distinct count | 224 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 7.1% |
| Missing (n) | 8523 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.7656 |
|---|---|
| Minimum | 0 |
| Maximum | 8191 |
| Zeros (%) | 51.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 3 |
| 95-th percentile | 15 |
| Maximum | 8191 |
| Range | 8191 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 39.687 |
|---|---|
| Coef of variation | 10.539 |
| Kurtosis | 33319 |
| Mean | 3.7656 |
| MAD | 5.0982 |
| Skewness | 167.74 |
| Sum | 4.2143e+05 |
| Variance | 1575 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| 0 | 61825 | 51.3% | |
| 1 | 12006 | 10.0% | |
| 2 | 8279 | 6.9% | |
| 3 | 6081 | 5.0% | |
| 4 | 4128 | < 0.1% | |
| 5 | 3237 | < 0.1% | |
| 6 | 2418 | < 0.1% | |
| 7 | 2118 | < 0.1% | |
| 8 | 1574 | < 0.1% | |
| 10 | 1131 | < 0.1% | |
| Other values (213) | 9119 | 7.6% | |
| (Missing) | 8523 | 7.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 61825 | 51.3% | |
| 1 | 12006 | 10.0% | |
| 2 | 8279 | 6.9% | |
| 3 | 6081 | 5.0% | |
| 4 | 4128 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8191 | 1 | < 0.1% | |
| 8190 | 1 | < 0.1% | |
| 4000 | 1 | < 0.1% | |
| 1500 | 1 | < 0.1% | |
| 1272 | 1 | < 0.1% |
nwoundte
Numeric
| Distinct count | 45 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 8.9% |
| Missing (n) | 10665 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.10823 |
|---|---|
| Minimum | 0 |
| Maximum | 200 |
| Zeros (%) | 89.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 200 |
| Range | 200 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.5064 |
|---|---|
| Coef of variation | 13.918 |
| Kurtosis | 4556.4 |
| Mean | 0.10823 |
| MAD | 0.21183 |
| Skewness | 49.896 |
| Sum | 11881 |
| Variance | 2.2692 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| 0 | 107425 | 89.2% | |
| 1 | 830 | < 0.1% | |
| 2 | 387 | < 0.1% | |
| 3 | 256 | < 0.1% | |
| 4 | 173 | < 0.1% | |
| 5 | 108 | < 0.1% | |
| 6 | 101 | < 0.1% | |
| 7 | 67 | < 0.1% | |
| 10 | 65 | < 0.1% | |
| 8 | 55 | < 0.1% | |
| Other values (34) | 307 | < 0.1% | |
| (Missing) | 10665 | 8.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 107425 | 89.2% | |
| 1 | 830 | < 0.1% | |
| 2 | 387 | < 0.1% | |
| 3 | 256 | < 0.1% | |
| 4 | 173 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 200 | 1 | < 0.1% | |
| 150 | 1 | < 0.1% | |
| 101 | 1 | < 0.1% | |
| 100 | 2 | < 0.1% | |
| 62 | 1 | < 0.1% |
nwoundus
Numeric
| Distinct count | 35 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 5.5% |
| Missing (n) | 6620 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.017932 |
|---|---|
| Minimum | 0 |
| Maximum | 151 |
| Zeros (%) | 94.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 151 |
| Range | 151 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.83499 |
|---|---|
| Coef of variation | 46.564 |
| Kurtosis | 15668 |
| Mean | 0.017932 |
| MAD | 0.035745 |
| Skewness | 111.95 |
| Sum | 2041 |
| Variance | 0.6972 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| 0 | 113441 | 94.2% | |
| 1 | 161 | < 0.1% | |
| 2 | 61 | < 0.1% | |
| 3 | 39 | < 0.1% | |
| 4 | 28 | < 0.1% | |
| 5 | 13 | < 0.1% | |
| 7 | 11 | < 0.1% | |
| 6 | 11 | < 0.1% | |
| 9 | 9 | < 0.1% | |
| 10 | 7 | < 0.1% | |
| Other values (24) | 38 | < 0.1% | |
| (Missing) | 6620 | 5.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 113441 | 94.2% | |
| 1 | 161 | < 0.1% | |
| 2 | 61 | < 0.1% | |
| 3 | 39 | < 0.1% | |
| 4 | 28 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 151 | 1 | < 0.1% | |
| 109 | 1 | < 0.1% | |
| 101 | 1 | < 0.1% | |
| 77 | 1 | < 0.1% | |
| 75 | 1 | < 0.1% |
propcomment
Categorical
| Distinct count | 16615 |
|---|---|
| Unique (%) | 13.8% |
| Missing (%) | 54.4% |
| Missing (n) | 65541 |
| It is unknown if any property was damaged in this attack. | 6966 |
|---|---|
| A vehicle was damaged in this attack. | 3699 |
| It is unknown if the attack caused any property damage. | 2928 |
| Other values (16611) | |
| (Missing) |
| Value | Count | Frequency (%) | |
| It is unknown if any property was damaged in this attack. | 6966 | 5.8% | |
| A vehicle was damaged in this attack. | 3699 | < 0.1% | |
| It is unknown if the attack caused any property damage. | 2928 | < 0.1% | |
| A house was damaged in this attack. | 1641 | < 0.1% | |
| The attack caused an unknown amount of property damage. | 1639 | < 0.1% | |
| Unspecified property was damaged in this attack. | 805 | < 0.1% | |
| A police vehicle was damaged in this attack. | 734 | < 0.1% | |
| A military vehicle was damaged in this attack. | 691 | < 0.1% | |
| It Is unknown if the attack caused any property damage. | 504 | < 0.1% | |
| A bus was damaged in this attack. | 460 | < 0.1% | |
| Other values (16604) | 34831 | 28.9% | |
| (Missing) | 65541 | 54.4% |
| Max length | 839 |
|---|---|
| Mean length | 25.492 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
property
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | |
| -9 |
| Value | Count | Frequency (%) | |
| 0 | 50698 | 42.1% | |
| 1 | 48454 | 40.2% | |
| -9 | 21287 | 17.7% |
| Max length | 2 |
|---|---|
| Mean length | 1.1767 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
propextent
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 61.0% |
| Missing (n) | 73506 |
| 3 | |
|---|---|
| 4 | 13055 |
| 2 | 632 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 3 | 33241 | 27.6% | |
| 4 | 13055 | 10.8% | |
| 2 | 632 | < 0.1% | |
| 1 | 5 | < 0.1% | |
| (Missing) | 73506 | 61.0% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
propextent_txt
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 61.0% |
| Missing (n) | 73506 |
| Minor (likely < $1 million) | |
|---|---|
| Unknown | 13055 |
| Major (likely >= $1 million but < $1 billion) | 632 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Minor (likely < $1 million) | 33241 | 27.6% | |
| Unknown | 13055 | 10.8% | |
| Major (likely >= $1 million but < $1 billion) | 632 | < 0.1% | |
| Catastrophic (likely >= $1 billion) | 5 | < 0.1% | |
| (Missing) | 73506 | 61.0% |
| Max length | 45 |
|---|---|
| Mean length | 10.279 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
propvalue
Numeric
| Distinct count | 322 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 76.0% |
| Missing (n) | 91477 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 83241 |
|---|---|
| Minimum | -99 |
| Maximum | 1.0791e+09 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -99 |
|---|---|
| 5-th percentile | -99 |
| Q1 | -99 |
| Median | -99 |
| Q3 | -99 |
| 95-th percentile | -99 |
| Maximum | 1.0791e+09 |
| Range | 1.0791e+09 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 6.82e+06 |
|---|---|
| Coef of variation | 81.932 |
| Kurtosis | 21890 |
| Mean | 83241 |
| MAD | 1.6497e+05 |
| Skewness | 142.13 |
| Sum | 2.4108e+09 |
| Variance | 4.6513e+13 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| -99 | 28471 | 23.6% | |
| 1e+05 | 14 | < 0.1% | |
| 1e+06 | 11 | < 0.1% | |
| 5e+05 | 9 | < 0.1% | |
| 30000 | 8 | < 0.1% | |
| 17475 | 8 | < 0.1% | |
| 86 | 8 | < 0.1% | |
| 1000 | 7 | < 0.1% | |
| 10000 | 7 | < 0.1% | |
| 1.8605e+06 | 7 | < 0.1% | |
| Other values (311) | 412 | < 0.1% | |
| (Missing) | 91477 | 76.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -99 | 28471 | 23.6% | |
| 0 | 3 | < 0.1% | |
| 50 | 1 | < 0.1% | |
| 80 | 1 | < 0.1% | |
| 86 | 8 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0791e+09 | 1 | < 0.1% | |
| 3.5e+08 | 1 | < 0.1% | |
| 1.55e+08 | 1 | < 0.1% | |
| 1e+08 | 2 | < 0.1% | |
| 7.3e+07 | 1 | < 0.1% |
provstate
Categorical
| Distinct count | 2357 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 90 |
| Baghdad | 7607 |
|---|---|
| Balochistan | 3669 |
| Saladin | 3405 |
| Other values (2353) |
| Value | Count | Frequency (%) | |
| Baghdad | 7607 | 6.3% | |
| Balochistan | 3669 | < 0.1% | |
| Saladin | 3405 | < 0.1% | |
| Al Anbar | 3297 | < 0.1% | |
| Nineveh | 3237 | < 0.1% | |
| Khyber Pakhtunkhwa | 3082 | < 0.1% | |
| Diyala | 3039 | < 0.1% | |
| Federally Administered Tribal Areas | 2380 | < 0.1% | |
| Sindh | 2231 | < 0.1% | |
| Jammu and Kashmir | 1965 | < 0.1% | |
| Other values (2346) | 86437 | 71.8% |
| Max length | 47 |
|---|---|
| Mean length | 9.2082 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
ransom
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 86.3% |
| Missing (n) | 103945 |
| 0 | 14409 |
|---|---|
| -9 | 1398 |
| 1 | 687 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 14409 | 12.0% | |
| -9 | 1398 | < 0.1% | |
| 1 | 687 | < 0.1% | |
| (Missing) | 103945 | 86.3% |
| Max length | 4 |
|---|---|
| Mean length | 3.0116 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
ransomamt
Numeric
| Distinct count | 346 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 119690 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.9584e+06 |
|---|---|
| Minimum | -99 |
| Maximum | 2e+08 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -99 |
|---|---|
| 5-th percentile | -99 |
| Q1 | -99 |
| Median | 19358 |
| Q3 | 3e+05 |
| 95-th percentile | 1e+07 |
| Maximum | 2e+08 |
| Range | 2e+08 |
| Interquartile range | 3.001e+05 |
Descriptive statistics
| Standard deviation | 1.6439e+07 |
|---|---|
| Coef of variation | 5.5568 |
| Kurtosis | 98.563 |
| Mean | 2.9584e+06 |
| MAD | 4.9525e+06 |
| Skewness | 9.3997 |
| Sum | 2.2158e+09 |
| Variance | 2.7025e+14 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| -99 | 248 | < 0.1% | |
| 0 | 42 | < 0.1% | |
| 2e+06 | 11 | < 0.1% | |
| 1e+06 | 11 | < 0.1% | |
| 1.5e+05 | 8 | < 0.1% | |
| 1e+07 | 8 | < 0.1% | |
| 1e+05 | 7 | < 0.1% | |
| 50000 | 7 | < 0.1% | |
| 5e+06 | 7 | < 0.1% | |
| 3e+06 | 6 | < 0.1% | |
| Other values (335) | 394 | < 0.1% | |
| (Missing) | 119690 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -99 | 248 | < 0.1% | |
| -9 | 3 | < 0.1% | |
| 0 | 42 | < 0.1% | |
| 1 | 1 | < 0.1% | |
| 20 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2e+08 | 3 | < 0.1% | |
| 1.5e+08 | 1 | < 0.1% | |
| 1.32e+08 | 1 | < 0.1% | |
| 1e+08 | 2 | < 0.1% | |
| 8.0243e+07 | 1 | < 0.1% |
ransomamtus
Numeric
| Distinct count | 23 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 119877 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.7948e+05 |
|---|---|
| Minimum | -99 |
| Maximum | 1.32e+08 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -99 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1.32e+08 |
| Range | 1.32e+08 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 7.0842e+06 |
|---|---|
| Coef of variation | 12.225 |
| Kurtosis | 280.4 |
| Mean | 5.7948e+05 |
| MAD | 1.1176e+06 |
| Skewness | 16.423 |
| Sum | 3.2567e+08 |
| Variance | 5.0186e+13 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| 0 | 512 | < 0.1% | |
| -99 | 23 | < 0.1% | |
| 5e+06 | 3 | < 0.1% | |
| 3e+06 | 3 | < 0.1% | |
| 1.5e+06 | 2 | < 0.1% | |
| 6e+06 | 2 | < 0.1% | |
| 1e+05 | 2 | < 0.1% | |
| 15000 | 1 | < 0.1% | |
| 1193.7 | 1 | < 0.1% | |
| 4e+05 | 1 | < 0.1% | |
| Other values (12) | 12 | < 0.1% | |
| (Missing) | 119877 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -99 | 23 | < 0.1% | |
| 0 | 512 | < 0.1% | |
| 1193.7 | 1 | < 0.1% | |
| 10000 | 1 | < 0.1% | |
| 15000 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.32e+08 | 1 | < 0.1% | |
| 1e+08 | 1 | < 0.1% | |
| 2e+07 | 1 | < 0.1% | |
| 1.5e+07 | 1 | < 0.1% | |
| 8e+06 | 1 | < 0.1% |
ransomnote
Categorical
| Distinct count | 383 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 119931 |
| 0 | 36 |
|---|---|
| It is unknown if a ransom was demanded in this kidnapping. | 28 |
| It is unknown if any ransom was demanded in this kidnapping. | 24 |
| Other values (379) | 420 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 36 | < 0.1% | |
| It is unknown if a ransom was demanded in this kidnapping. | 28 | < 0.1% | |
| It is unknown if any ransom was demanded in this kidnapping. | 24 | < 0.1% | |
| It is unknown if ransom was demanded in this kidnapping. | 8 | < 0.1% | |
| It was reported that the perpetrators demanded one million dollars for each hostage. | 7 | < 0.1% | |
| This kidnapping was a financing operation for FARC. No specific information was given on the ransom. | 5 | < 0.1% | |
| The assailants demanded the release of Sha'ban Hadiyah, the head of the Libya Revolutionaries' Operation Room (LROR), in exchange for the hostage. | 4 | < 0.1% | |
| Unknown | 4 | < 0.1% | |
| Reports did not specify the amount of ransom requested. | 4 | < 0.1% | |
| The assailants demanded the release of their imprisoned leader in exchange for the safe return of the hostage. | 3 | < 0.1% | |
| Other values (372) | 385 | < 0.1% | |
| (Missing) | 119931 | > 99.9% |
| Max length | 604 |
|---|---|
| Mean length | 3.3944 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
ransompaid
Numeric
| Distinct count | 110 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 119802 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.9174e+05 |
|---|---|
| Minimum | -99 |
| Maximum | 2.75e+08 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -99 |
|---|---|
| 5-th percentile | -99 |
| Q1 | -99 |
| Median | -99 |
| Q3 | 0 |
| 95-th percentile | 3.8613e+05 |
| Maximum | 2.75e+08 |
| Range | 2.75e+08 |
| Interquartile range | 99 |
Descriptive statistics
| Standard deviation | 1.0963e+07 |
|---|---|
| Coef of variation | 18.526 |
| Kurtosis | 620.11 |
| Mean | 5.9174e+05 |
| MAD | 1.1086e+06 |
| Skewness | 24.755 |
| Sum | 3.7694e+08 |
| Variance | 1.2018e+14 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| -99 | 322 | < 0.1% | |
| 0 | 191 | < 0.1% | |
| 50000 | 5 | < 0.1% | |
| 38500 | 4 | < 0.1% | |
| 5e+05 | 3 | < 0.1% | |
| 10000 | 3 | < 0.1% | |
| 1.7e+06 | 3 | < 0.1% | |
| 1e+06 | 2 | < 0.1% | |
| 8e+05 | 2 | < 0.1% | |
| 1e+05 | 2 | < 0.1% | |
| Other values (99) | 100 | < 0.1% | |
| (Missing) | 119802 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -99 | 322 | < 0.1% | |
| -9 | 1 | < 0.1% | |
| 0 | 191 | < 0.1% | |
| 200 | 1 | < 0.1% | |
| 388.8 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2.75e+08 | 1 | < 0.1% | |
| 1.95e+07 | 1 | < 0.1% | |
| 1.9e+07 | 1 | < 0.1% | |
| 1.2e+07 | 1 | < 0.1% | |
| 8.1172e+06 | 1 | < 0.1% |
ransompaidus
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 119891 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 121.1 |
|---|---|
| Minimum | -99 |
| Maximum | 48000 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -99 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 48000 |
| Range | 48099 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 2136.4 |
|---|---|
| Coef of variation | 17.641 |
| Kurtosis | 464.93 |
| Mean | 121.1 |
| MAD | 248.78 |
| Skewness | 21.016 |
| Sum | 66364 |
| Variance | 4.5642e+06 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| 0 | 520 | < 0.1% | |
| -99 | 23 | < 0.1% | |
| 10000 | 2 | < 0.1% | |
| 48000 | 1 | < 0.1% | |
| -9 | 1 | < 0.1% | |
| 650 | 1 | < 0.1% | |
| (Missing) | 119891 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -99 | 23 | < 0.1% | |
| -9 | 1 | < 0.1% | |
| 0 | 520 | < 0.1% | |
| 650 | 1 | < 0.1% | |
| 10000 | 2 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 48000 | 1 | < 0.1% | |
| 10000 | 2 | < 0.1% | |
| 650 | 1 | < 0.1% | |
| 0 | 520 | < 0.1% | |
| -9 | 1 | < 0.1% |
region
Numeric
| Distinct count | 12 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.9416 |
|---|---|
| Minimum | 1 |
| Maximum | 12 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 6 |
| Median | 9 |
| Q3 | 10 |
| 95-th percentile | 11 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range | 4 |
Descriptive statistics
| Standard deviation | 2.4333 |
|---|---|
| Coef of variation | 0.3064 |
| Kurtosis | -0.98453 |
| Mean | 7.9416 |
| MAD | 2.2482 |
| Skewness | -0.38653 |
| Sum | 9.5647e+05 |
| Variance | 5.921 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| 10 | 42562 | 35.3% | |
| 6 | 38802 | 32.2% | |
| 11 | 13770 | 11.4% | |
| 5 | 10053 | 8.3% | |
| 9 | 4679 | < 0.1% | |
| 8 | 4402 | < 0.1% | |
| 3 | 4041 | < 0.1% | |
| 1 | 989 | < 0.1% | |
| 7 | 359 | < 0.1% | |
| 4 | 340 | < 0.1% | |
| Other values (2) | 442 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 989 | < 0.1% | |
| 2 | 331 | < 0.1% | |
| 3 | 4041 | < 0.1% | |
| 4 | 340 | < 0.1% | |
| 5 | 10053 | 8.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 12 | 111 | < 0.1% | |
| 11 | 13770 | 11.4% | |
| 10 | 42562 | 35.3% | |
| 9 | 4679 | < 0.1% | |
| 8 | 4402 | < 0.1% |
region_txt
Categorical
| Distinct count | 12 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Middle East & North Africa | |
|---|---|
| South Asia | |
| Sub-Saharan Africa | |
| Other values (9) |
| Value | Count | Frequency (%) | |
| Middle East & North Africa | 42562 | 35.3% | |
| South Asia | 38802 | 32.2% | |
| Sub-Saharan Africa | 13770 | 11.4% | |
| Southeast Asia | 10053 | 8.3% | |
| Eastern Europe | 4679 | < 0.1% | |
| Western Europe | 4402 | < 0.1% | |
| South America | 4041 | < 0.1% | |
| North America | 989 | < 0.1% | |
| Central Asia | 359 | < 0.1% | |
| East Asia | 340 | < 0.1% | |
| Other values (2) | 442 | < 0.1% |
| Max length | 27 |
|---|---|
| Mean length | 17.39 |
| Min length | 9 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
related
Categorical
| Distinct count | 9499 |
|---|---|
| Unique (%) | 7.9% |
| Missing (%) | 84.3% |
| Missing (n) | 101474 |
| 201612010023, 201612010024, 201612010025, 201612010026, 201612010027, 201612010028, 201612010029, 201612010030, 201612010031, 201612010032, 201612010033, 201612010034, 201612010035, 201612010036, 201612010037, 201612010038, 201612010039, 201612010040, 201612010041, 201612010042, 201612010043, 201612010044, 201612010045, 201612010046, 201612010047, 201612010048, 201612010049, 201612010050, 201612010051, 201612010052, 201612010053, 201612010054, 201612010055, 201612010056, 201612010057, 201612010058, 201612010059, 201612010060, 201612010061, 201612010062, 201612010063, 201612010064, 201612010065, 201612010066, 201612010067, 201612010068, 201612010069, 201612010070, 201612010071, 201612010072, 201612010073, 201612010074, 201612010075, 201612010076, 201612010077, 201612010078, 201612010079, 201612010080, 201612010081, 201612010082, 201612010083, 201612010084, 201612010085, 201612010086, 201612010087, 201612010088, 201612010089, 201612010090, 201612010091, 201612010092, 201612010093, 201612010094, 201612010095, 201612010096, 201612010097, 201612010098, 201612010099, 201612010100, 201612010101, 201612010102 | 80 |
|---|---|
| 201601110033, 201601110034, 201601110035, 201601110036, 201601110037, 201601110038, 201601110039, 201601110040, 201601110041, 201601110042, 201601110043, 201601110044, 201601110045, 201601110046, 201601110047, 201601110048, 201601110049, 201601110050, 201601110051, 201601110052, 201601110053, 201601110054, 201601110055, 201601110056, 201601110057, 201601110058, 201601110059, 201601110060, 201601110061, 201601110062, 201601110063, 201601110064, 201601110065, 201601110066, 201601110067, 201601110068, 201601110069, 201601110070, 201601110071, 201601110072, 201601110073, 201601110074, 201601110075, 201601120029, 201601120030, 201601120031, 201601120032, 201601120033, 201601120034, 201601120035, 201601120037 | 51 |
| 201401030057, 201401030058, 201401030061, 201401030062, 201401030063, 201401030067, 201401030068, 201401030069, 201401030070, 201401030083, 201401030084, 201401030085, 201401030086, 201401030087, 201401040052, 201401040053, 201401040054, 201401040055, 201401040056, 201401040058, 201401040063, 201401040064, 201401040066, 201401040067, 201401040068, 201401040065, 201401040071, 201401040072, 201401040073, 201401040074, 201401040075, 201401040076, 201401040077, 201401040081, 201401040082, 201401040083, 201401040084, 201401040089, 201401040120, 201401040122, 201401040123, 201401040124, 201401040125, 201401040146, 201401040172, 201401040173, 201401040174, 201401040175, 201401050052 | 49 |
| Other values (9495) | 18785 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 201612010023, 201612010024, 201612010025, 201612010026, 201612010027, 201612010028, 201612010029, 201612010030, 201612010031, 201612010032, 201612010033, 201612010034, 201612010035, 201612010036, 201612010037, 201612010038, 201612010039, 201612010040, 201612010041, 201612010042, 201612010043, 201612010044, 201612010045, 201612010046, 201612010047, 201612010048, 201612010049, 201612010050, 201612010051, 201612010052, 201612010053, 201612010054, 201612010055, 201612010056, 201612010057, 201612010058, 201612010059, 201612010060, 201612010061, 201612010062, 201612010063, 201612010064, 201612010065, 201612010066, 201612010067, 201612010068, 201612010069, 201612010070, 201612010071, 201612010072, 201612010073, 201612010074, 201612010075, 201612010076, 201612010077, 201612010078, 201612010079, 201612010080, 201612010081, 201612010082, 201612010083, 201612010084, 201612010085, 201612010086, 201612010087, 201612010088, 201612010089, 201612010090, 201612010091, 201612010092, 201612010093, 201612010094, 201612010095, 201612010096, 201612010097, 201612010098, 201612010099, 201612010100, 201612010101, 201612010102 | 80 | < 0.1% | |
| 201601110033, 201601110034, 201601110035, 201601110036, 201601110037, 201601110038, 201601110039, 201601110040, 201601110041, 201601110042, 201601110043, 201601110044, 201601110045, 201601110046, 201601110047, 201601110048, 201601110049, 201601110050, 201601110051, 201601110052, 201601110053, 201601110054, 201601110055, 201601110056, 201601110057, 201601110058, 201601110059, 201601110060, 201601110061, 201601110062, 201601110063, 201601110064, 201601110065, 201601110066, 201601110067, 201601110068, 201601110069, 201601110070, 201601110071, 201601110072, 201601110073, 201601110074, 201601110075, 201601120029, 201601120030, 201601120031, 201601120032, 201601120033, 201601120034, 201601120035, 201601120037 | 51 | < 0.1% | |
| 201401030057, 201401030058, 201401030061, 201401030062, 201401030063, 201401030067, 201401030068, 201401030069, 201401030070, 201401030083, 201401030084, 201401030085, 201401030086, 201401030087, 201401040052, 201401040053, 201401040054, 201401040055, 201401040056, 201401040058, 201401040063, 201401040064, 201401040066, 201401040067, 201401040068, 201401040065, 201401040071, 201401040072, 201401040073, 201401040074, 201401040075, 201401040076, 201401040077, 201401040081, 201401040082, 201401040083, 201401040084, 201401040089, 201401040120, 201401040122, 201401040123, 201401040124, 201401040125, 201401040146, 201401040172, 201401040173, 201401040174, 201401040175, 201401050052 | 49 | < 0.1% | |
| 201204190002, 201204190003, 201204190004, 201204190005, 201204190006, 201204190007, 201204190008, 201204190010, 201204190011, 201204190012, 201204190013, 201204190014, 201204190015, 201204190017, 201204190018, 201204190019, 201204190020, 201204190021, 201204190022, 201204190023, 201204190024, 201204190025, 201204190026, 201204190027, 201204190028, 201204190029, 201204190030, 201204190031, 201204190032, 201204190033, 201204190034, 201204190035, 201204190036, 201204190037, 201204190038, 201204190039, 201204190040, 201204190041, 201204190042, 201204190043, 201204190046, 201204190047, 201204190048 | 43 | < 0.1% | |
| 201704070001, 201704070002, 201704070003, 201704070004, 201704070005, 201704070006, 201704070007, 201704070008, 201704070009, 201704070010, 201704070011, 201704070012, 201704070013, 201704070014, 201704070015, 201704070016, 201704070017, 201704070018, 201704070019, 201704070020, 201704070021, 201704070022, 201704070023, 201704070024, 201704070025, 201704070026, 201704070027, 201704070028, 201704070029, 201704070030, 201704070031, 201704070032, 201704070033, 201704070034, 201704070035, 201704070036, 201704070037, 201704070061, 201704070062, 201704070063, 201704080001, 201704080002 | 42 | < 0.1% | |
| 201207230005, 201207230006, 201207230007, 201207230008, 201207230009, 201207230010, 201207230011, 201207230012, 201207230013, 201207230014, 201207230015, 201207230017, 201207230018, 201207230021, 201207230022, 201207230023, 201207230024, 201207230025, 201207230026, 201207230027, 201207230028, 201207230029, 201207230030, 201207230031, 201207230032, 201207230033, 201207230034, 201207230035, 201207230036, 201207230037, 201207230038, 201207230039, 201207230040, 201207230041, 201207230042, 201207230043, 201207230044, 201207230045, 201207230046, 201207230047, 201207230048 | 41 | < 0.1% | |
| 201209090002, 201209090003, 201209090004, 201209090005, 201209090006, 201209090007, 201209090008, 201209090009, 201209090010, 201209090011, 201209090012, 201209090013, 201209090014, 201209090015, 201209090016, 201209090017, 201209090018, 201209090019, 201209090020, 201209090021, 201209090022, 201209090023, 201209090024, 201209090025, 201209090026, 201209090027, 201209090028, 201209090029, 201209090031, 201209090032, 201209090033, 201209090034, 201209090035, 201209090048, 201209090049, 201209090050 | 36 | < 0.1% | |
| 201310090029, 201310090032, 201310090033, 201310090036, 201310090037, 201310090038, 201310090039, 201310090040, 201310090041, 201310090042, 201310090043, 201310090044, 201310090045, 201310090046, 201310090047, 201310090048, 201310090049, 201310090050, 201310090051, 201310090052, 201310090053, 201310090054, 201310090055, 201310090056, 201310090057, 201310090058, 201310090061, 201310090062, 201310090102, 201310090103, 201310090104, 201310090105, 201310090106, 201310090107, 201310090108, 201310090109 | 36 | < 0.1% | |
| 201304150006, 201304150008, 201304150009, 201304150010, 201304150011, 201304150012, 201304150013, 201304150014, 201304150015, 201304150016, 201304150018, 201304150019, 201304150020, 201304150021, 201304150022, 201304150023, 201304150024, 201304150025, 201304150026, 201304150027, 201304150028, 201304150036, 201304150037, 201304150038, 201304150039, 201304150041, 201304150042, 201304150043, 201304150044, 201304150045, 201304150048, 201304150049, 201304150059, 201304150060, 201304150061 | 35 | < 0.1% | |
| 201704210006, 201704210007, 201704210008, 201704210009, 201704210010, 201704210011, 201704210012, 201704210013, 201704210014, 201704210015, 201704210016, 201704210017, 201704210018, 201704210019, 201704210020, 201704210021, 201704210022, 201704210023, 201704210024, 201704210025, 201704210026, 201704210027, 201704210028, 201704210029, 201704210030, 201704210031, 201704210032, 201704210033, 201704210034, 201704210035, 201704210036, 201704210037, 201704210038, 201704210039 | 34 | < 0.1% | |
| Other values (9488) | 18518 | 15.4% | |
| (Missing) | 101474 | 84.3% |
| Max length | 1118 |
|---|---|
| Mean length | 16.237 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
resolution
Categorical
| Distinct count | 921 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 119308 |
| 1998-08-04 00:00:00 | 18 |
|---|---|
| 2010-01-08 00:00:00 | 8 |
| 2005-10-14 00:00:00 | 8 |
| Other values (917) | 1097 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 1998-08-04 00:00:00 | 18 | < 0.1% | |
| 2010-01-08 00:00:00 | 8 | < 0.1% | |
| 2005-10-14 00:00:00 | 8 | < 0.1% | |
| 2003-08-18 00:00:00 | 7 | < 0.1% | |
| 2008-11-29 00:00:00 | 7 | < 0.1% | |
| 1997-09-04 00:00:00 | 6 | < 0.1% | |
| 2004-04-16 00:00:00 | 4 | < 0.1% | |
| 2008-07-04 00:00:00 | 4 | < 0.1% | |
| 2010-10-31 00:00:00 | 4 | < 0.1% | |
| 1997-03-19 00:00:00 | 4 | < 0.1% | |
| Other values (910) | 1061 | < 0.1% | |
| (Missing) | 119308 | > 99.9% |
| Max length | 19 |
|---|---|
| Mean length | 3.1503 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
scite1
Categorical
| Distinct count | 83334 |
|---|---|
| Unique (%) | 69.2% |
| Missing (%) | 5.2% |
| Missing (n) | 6268 |
| "ISIS detonates 5 empty homes in Daur using IEDs," Iraqi News, September 28, 2016. | 106 |
|---|---|
| "Iraq: Roundup of Security Incidents 18-24 March 2014," OSC Summary, March 25, 2014. | 92 |
| "Attack on 80 electricity towers in Anbar leaves 2 casualties," Iraqi News, December 1, 2016. | 80 |
| Other values (83330) | |
| (Missing) | 6268 |
| Value | Count | Frequency (%) | |
| "ISIS detonates 5 empty homes in Daur using IEDs," Iraqi News, September 28, 2016. | 106 | < 0.1% | |
| "Iraq: Roundup of Security Incidents 18-24 March 2014," OSC Summary, March 25, 2014. | 92 | < 0.1% | |
| "Attack on 80 electricity towers in Anbar leaves 2 casualties," Iraqi News, December 1, 2016. | 80 | < 0.1% | |
| Edward F. Mickolus, Terrorism, 1996-2001 : A Chronology, Imprint Westport, CT: Greenwood Press, 2002. | 77 | < 0.1% | |
| Edward F. Mickolus, Terrorism, 1996-2001: A Chronology, Imprint Westport, CT: Greenwood Press, 2002. | 70 | < 0.1% | |
| "Iraq: Roundup of Security Incidents 08-14 July 2014," OSC Summary, July 14, 2014. | 68 | < 0.1% | |
| "Iraq: Roundup of Security Incidents 20-26 May 2014," OSC Summary, May 27, 2014. | 64 | < 0.1% | |
| "Iraq: Roundup of Security Incidents 11-17 November 2014," OSC Summary, November 11, 2014. | 62 | < 0.1% | |
| "Iraq: Roundup of Violent Activities Targeting Civilians February 2017," Summary, March 13, 2017. | 61 | < 0.1% | |
| "Iraq: Roundup of Security Incidents 03 - 09 February 2014," OSC Summary, February 11, 2014. | 59 | < 0.1% | |
| Other values (83323) | 113432 | 94.2% | |
| (Missing) | 6268 | 5.2% |
| Max length | 566 |
|---|---|
| Mean length | 97.023 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
scite2
Categorical
| Distinct count | 61598 |
|---|---|
| Unique (%) | 51.1% |
| Missing (%) | 37.1% |
| Missing (n) | 44698 |
| "Iraq: Security Roundup 1900 GMT 27 September 2016," Summary, September 27, 2016. | 100 |
|---|---|
| "Attack on 80 electricity towers in Anbar leaves 2 casualties," Iraqi News, December 1, 2016. | 63 |
| "IS ignites sectarian tensions in multiple Iraq bombings," Middle East Eye, January 12, 2016. | 43 |
| Other values (61594) | |
| (Missing) |
| Value | Count | Frequency (%) | |
| "Iraq: Security Roundup 1900 GMT 27 September 2016," Summary, September 27, 2016. | 100 | < 0.1% | |
| "Attack on 80 electricity towers in Anbar leaves 2 casualties," Iraqi News, December 1, 2016. | 63 | < 0.1% | |
| "IS ignites sectarian tensions in multiple Iraq bombings," Middle East Eye, January 12, 2016. | 43 | < 0.1% | |
| "Motive sought for attacks in deep South," The Nation (Thailand), April 8, 2017. | 42 | < 0.1% | |
| “Terrorist Attacks: The Positive Outcomes,” The Jakarta Post, December 26, 2002. | 39 | < 0.1% | |
| "Dhaka: Election Official Killed, 150 Polling Centers Burnt as Violence Peaks on Eve of General Poll," New Age Online, January 5, 2014. | 35 | < 0.1% | |
| "Selection List: Thai Press From Pattani, Yala, Narathiwat Provinces 14-20 October 2013," OSC Summary, October 14, 2013. | 32 | < 0.1% | |
| "Iraq: Roundup of Violent Activities Targeting Civilians March 2017," Summary, April 11, 2017. | 30 | < 0.1% | |
| "Three more bombs hit Yala," Bangkok Post, May 16, 2015. | 30 | < 0.1% | |
| "Wave of attacks kills 88 in Iraq," Agence France Presse -- English, September 9, 2012. | 30 | < 0.1% | |
| Other values (61587) | 75297 | 62.5% | |
| (Missing) | 44698 | 37.1% |
| Max length | 561 |
|---|---|
| Mean length | 67.177 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
scite3
Categorical
| Distinct count | 35693 |
|---|---|
| Unique (%) | 29.6% |
| Missing (%) | 64.6% |
| Missing (n) | 77776 |
| "Iraq Security Roundup 27 September - 3 October 2016," Summary, September 27, 2016. | 101 |
|---|---|
| "Rights group: Iraqi Shia militias behind revenge attacks," Al Ahram, January 31, 2016. | 51 |
| "Insurgent bombs target power supply in far South," Bangkok Post, April 7, 2017. | 42 |
| Other values (35689) | |
| (Missing) |
| Value | Count | Frequency (%) | |
| "Iraq Security Roundup 27 September - 3 October 2016," Summary, September 27, 2016. | 101 | < 0.1% | |
| "Rights group: Iraqi Shia militias behind revenge attacks," Al Ahram, January 31, 2016. | 51 | < 0.1% | |
| "Insurgent bombs target power supply in far South," Bangkok Post, April 7, 2017. | 42 | < 0.1% | |
| “'At Least' 15 People Killed in Christmas Eve Bombings Across Indonesia,” The Jakarta Post (Internet Version-WWW), December 25, 2000. | 39 | < 0.1% | |
| "Thailand: Weekly Summary of Violent Incidents in Deep South Provinces 1-7 Aug 16," Southern Border Provinces News Database, August 1, 2016. | 31 | < 0.1% | |
| "Thailand: More bomb explosions rock Yala town," Thai PBS Online, May 16, 2015. | 30 | < 0.1% | |
| "'Despicable' bombings kill dozens in Iraq," CNN Wire, June 13, 2012. | 26 | < 0.1% | |
| "Thailand: ATMs bombed at more than 20 locations in southern provinces," Thai News Service, October 10, 2013. | 25 | < 0.1% | |
| "Fulani herdsmen kill 18 , sack 24 communities in Benue," People Daily, February 10, 2015. | 24 | < 0.1% | |
| "Violence continues in Myanmar’s Rakhine State," Hindustan Times, August 26, 2017. | 23 | < 0.1% | |
| Other values (35682) | 42271 | 35.1% | |
| (Missing) | 77776 | 64.6% |
| Max length | 545 |
|---|---|
| Mean length | 38.283 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
specificity
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 6 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.4665 |
|---|---|
| Minimum | 1 |
| Maximum | 5 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.93672 |
|---|---|
| Coef of variation | 0.63873 |
| Kurtosis | 2.5376 |
| Mean | 1.4665 |
| MAD | 0.7165 |
| Skewness | 1.9046 |
| Sum | 1.7662e+05 |
| Variance | 0.87744 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| 1 | 92480 | 76.8% | |
| 3 | 12835 | 10.7% | |
| 2 | 8058 | 6.7% | |
| 4 | 5782 | < 0.1% | |
| 5 | 1278 | < 0.1% | |
| (Missing) | 6 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 92480 | 76.8% | |
| 2 | 8058 | 6.7% | |
| 3 | 12835 | 10.7% | |
| 4 | 5782 | < 0.1% | |
| 5 | 1278 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5 | 1278 | < 0.1% | |
| 4 | 5782 | < 0.1% | |
| 3 | 12835 | 10.7% | |
| 2 | 8058 | 6.7% | |
| 1 | 92480 | 76.8% |
success
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 | 14921 |
| Value | Count | Frequency (%) | |
| 1 | 105518 | 87.6% | |
| 0 | 14921 | 12.4% |
suicide
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 6557 |
| Value | Count | Frequency (%) | |
| 0 | 113882 | 94.6% | |
| 1 | 6557 | 5.4% |
summary
Categorical
| Distinct count | 111199 |
|---|---|
| Unique (%) | 92.3% |
| Missing (%) | 5.2% |
| Missing (n) | 6206 |
| 09/00/2016: Sometime between September 18, 2016 and September 24, 2016, assailants detonated an explosive device at a civilian house in Dawr, Saladin, Iraq. There were no reported casualties resulting from the blast. No group claimed responsibility for the incident; however, sources attributed the attack to the Islamic State of Iraq and the Levant (ISIL). | 100 |
|---|---|
| 12/01/2016: Assailants detonated explosive devices that destroyed an electricity transmission tower in Albu Bali, Al Anbar, Iraq. This was one of 80 similar attacks targeting towers that resulted in the death of two military engineering team members. No group claimed responsibility for the incidents. | 80 |
| 05/29/2016: Security forces discovered and defused an explosives-rigged house in Sejar, Al Anbar, Iraq. No group claimed responsibility for the incident. | 50 |
| Other values (111195) | |
| (Missing) | 6206 |
| Value | Count | Frequency (%) | |
| 09/00/2016: Sometime between September 18, 2016 and September 24, 2016, assailants detonated an explosive device at a civilian house in Dawr, Saladin, Iraq. There were no reported casualties resulting from the blast. No group claimed responsibility for the incident; however, sources attributed the attack to the Islamic State of Iraq and the Levant (ISIL). | 100 | < 0.1% | |
| 12/01/2016: Assailants detonated explosive devices that destroyed an electricity transmission tower in Albu Bali, Al Anbar, Iraq. This was one of 80 similar attacks targeting towers that resulted in the death of two military engineering team members. No group claimed responsibility for the incidents. | 80 | < 0.1% | |
| 05/29/2016: Security forces discovered and defused an explosives-rigged house in Sejar, Al Anbar, Iraq. No group claimed responsibility for the incident. | 50 | < 0.1% | |
| 01/11/2016: Assailants set fire to a shop in Muqdadiyah, Diyala governorate, Iraq. There were no reported casualties in the incident. This was one of 36 shops set alight and one of 51 attacks in and around Muqdadiyah on the same day. No group claimed responsibility; however, sources attributed the incidents to Asa'ib Ahl al-Haqq and the Badr Brigades. | 36 | < 0.1% | |
| 07/22/2016: Security forces discovered and defused an explosives-rigged house in Saqlawiyah, Al Anbar, Iraq. No group claimed responsibility for the incident. | 36 | < 0.1% | |
| 04/21/2017: Security forces discovered and defused an explosives-rigged house in Hayy ath-Thawrah neighborhood, Mosul, Nineveh, Iraq. This was one of 34 similar events in the area on this date. No group claimed responsibility for the incident. | 34 | < 0.1% | |
| 08/08/2016: Security forces discovered and defused an explosives-rigged house in Khalidiyah, Al Anbar, Iraq. No group claimed responsibility for the incident. | 30 | < 0.1% | |
| 06/05/2016: Security forces discovered and defused an explosives-rigged house in Rutbah, Al Anbar, Iraq. No group claimed responsibility for the incident. | 30 | < 0.1% | |
| 10/23/2016: Security forces discovered and defused an explosives-rigged house in Dulab, Al Anbar, Iraq. No group claimed responsibility for the incident. | 27 | < 0.1% | |
| 07/00/2014: Sometime between July 1 and July 14, 2014, an explosive device detonated at a private residence in Azim area, Diyala governorate, Iraq. There were no reported casualties; however, the house was damaged in the blast. This was one of 27 similar attacks on private residences in this area over a two week period. No group claimed responsibility for the incident; however, sources attributed the attack the to the Islamic State of Iraq and the Levant (ISIL). | 27 | < 0.1% | |
| Other values (111188) | 113783 | 94.5% | |
| (Missing) | 6206 | 5.2% |
| Max length | 2431 |
|---|---|
| Mean length | 282.65 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
target1
Categorical
| Distinct count | 52162 |
|---|---|
| Unique (%) | 43.3% |
| Missing (%) | < 0.1% |
| Missing (n) | 211 |
| Civilians | 6457 |
|---|---|
| Unknown | 5884 |
| Soldiers | 3132 |
| Other values (52158) |
| Value | Count | Frequency (%) | |
| Civilians | 6457 | 5.4% | |
| Unknown | 5884 | < 0.1% | |
| Soldiers | 3132 | < 0.1% | |
| Checkpoint | 2878 | < 0.1% | |
| Patrol | 2703 | < 0.1% | |
| Vehicle | 2452 | < 0.1% | |
| Officers | 1781 | < 0.1% | |
| Village | 1614 | < 0.1% | |
| Convoy | 1224 | < 0.1% | |
| Market | 1148 | < 0.1% | |
| Other values (52151) | 90955 | 75.5% |
| Max length | 343 |
|---|---|
| Mean length | 21.546 |
| Min length | 2 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
target2
Categorical
| Distinct count | 4546 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 91.3% |
| Missing (n) | 109994 |
| Civilians | 2375 |
|---|---|
| Soldiers | 297 |
| Civilian | 273 |
| Other values (4542) | 7500 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Civilians | 2375 | < 0.1% | |
| Soldiers | 297 | < 0.1% | |
| Civilian | 273 | < 0.1% | |
| Members | 257 | < 0.1% | |
| Officers | 196 | < 0.1% | |
| Unknown | 84 | < 0.1% | |
| Convoy | 81 | < 0.1% | |
| Vehicle | 75 | < 0.1% | |
| Teachers | 72 | < 0.1% | |
| Civilians were targeted. | 71 | < 0.1% | |
| Other values (4535) | 6664 | 5.5% | |
| (Missing) | 109994 | 91.3% |
| Max length | 169 |
|---|---|
| Mean length | 4.5416 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
target3
Categorical
| Distinct count | 643 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 119363 |
| Civilians | 200 |
|---|---|
| Members | 26 |
| Civilian | 26 |
| Other values (639) | 824 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Civilians | 200 | < 0.1% | |
| Members | 26 | < 0.1% | |
| Civilian | 26 | < 0.1% | |
| 1 orphanage | 25 | < 0.1% | |
| Officers | 18 | < 0.1% | |
| Soldiers | 18 | < 0.1% | |
| Unknown | 12 | < 0.1% | |
| Town | 8 | < 0.1% | |
| Vehicle | 7 | < 0.1% | |
| Employees | 7 | < 0.1% | |
| Other values (632) | 729 | < 0.1% | |
| (Missing) | 119363 | > 99.9% |
| Max length | 178 |
|---|---|
| Mean length | 3.1805 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
targsubtype1
Numeric
| Distinct count | 113 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 6.3% |
| Missing (n) | 7600 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 47.945 |
|---|---|
| Minimum | 1 |
| Maximum | 113 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 23 |
| Median | 36 |
| Q3 | 74 |
| 95-th percentile | 100 |
| Maximum | 113 |
| Range | 112 |
| Interquartile range | 51 |
Descriptive statistics
| Standard deviation | 29.731 |
|---|---|
| Coef of variation | 0.6201 |
| Kurtosis | -1.1141 |
| Mean | 47.945 |
| MAD | 26.767 |
| Skewness | 0.36016 |
| Sum | 5.4101e+06 |
| Variance | 883.94 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| 67 | 10247 | 8.5% | |
| 25 | 7661 | 6.4% | |
| 34 | 6486 | 5.4% | |
| 18 | 5024 | < 0.1% | |
| 75 | 4350 | < 0.1% | |
| 23 | 3930 | < 0.1% | |
| 22 | 3867 | < 0.1% | |
| 27 | 3764 | < 0.1% | |
| 29 | 3663 | < 0.1% | |
| 15 | 3567 | < 0.1% | |
| Other values (102) | 60280 | 50.1% | |
| (Missing) | 7600 | 6.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 763 | < 0.1% | |
| 2 | 1204 | < 0.1% | |
| 3 | 785 | < 0.1% | |
| 4 | 250 | < 0.1% | |
| 5 | 448 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 113 | 438 | < 0.1% | |
| 112 | 53 | < 0.1% | |
| 111 | 75 | < 0.1% | |
| 110 | 195 | < 0.1% | |
| 109 | 977 | < 0.1% |
targsubtype1_txt
Categorical
| Distinct count | 113 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 6.3% |
| Missing (n) | 7600 |
| Unnamed Civilian/Unspecified | 10247 |
|---|---|
| Police Security Forces/Officers | 7661 |
| Military Personnel (soldiers, troops, officers, forces) | 6486 |
| Other values (109) | |
| (Missing) | 7600 |
| Value | Count | Frequency (%) | |
| Unnamed Civilian/Unspecified | 10247 | 8.5% | |
| Police Security Forces/Officers | 7661 | 6.4% | |
| Military Personnel (soldiers, troops, officers, forces) | 6486 | 5.4% | |
| Government Personnel (excluding police, military) | 5024 | < 0.1% | |
| Village/City/Town/Suburb | 4350 | < 0.1% | |
| Police Patrol (including vehicles and convoys) | 3930 | < 0.1% | |
| Police Building (headquarters, station, school) | 3867 | < 0.1% | |
| Military Barracks/Base/Headquarters/Checkpost | 3764 | < 0.1% | |
| Military Unit/Patrol/Convoy | 3663 | < 0.1% | |
| Politician or Political Party Movement/Meeting/Rally | 3567 | < 0.1% | |
| Other values (102) | 60280 | 50.1% | |
| (Missing) | 7600 | 6.3% |
| Max length | 71 |
|---|---|
| Mean length | 28.805 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
targsubtype2
Numeric
| Distinct count | 107 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 91.5% |
| Missing (n) | 110243 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 55.657 |
|---|---|
| Minimum | 1 |
| Maximum | 113 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 34 |
| Median | 67 |
| Q3 | 69 |
| 95-th percentile | 94 |
| Maximum | 113 |
| Range | 112 |
| Interquartile range | 35 |
Descriptive statistics
| Standard deviation | 25.354 |
|---|---|
| Coef of variation | 0.45555 |
| Kurtosis | -0.79747 |
| Mean | 55.657 |
| MAD | 22.039 |
| Skewness | -0.39739 |
| Sum | 5.6748e+05 |
| Variance | 642.84 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| 67 | 3453 | < 0.1% | |
| 25 | 793 | < 0.1% | |
| 34 | 718 | < 0.1% | |
| 94 | 400 | < 0.1% | |
| 77 | 315 | < 0.1% | |
| 68 | 283 | < 0.1% | |
| 71 | 266 | < 0.1% | |
| 76 | 228 | < 0.1% | |
| 27 | 193 | < 0.1% | |
| 75 | 178 | < 0.1% | |
| Other values (96) | 3369 | < 0.1% | |
| (Missing) | 110243 | 91.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 60 | < 0.1% | |
| 2 | 82 | < 0.1% | |
| 3 | 43 | < 0.1% | |
| 4 | 27 | < 0.1% | |
| 5 | 23 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 113 | 19 | < 0.1% | |
| 112 | 1 | < 0.1% | |
| 111 | 3 | < 0.1% | |
| 110 | 3 | < 0.1% | |
| 109 | 19 | < 0.1% |
targsubtype2_txt
Categorical
| Distinct count | 107 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 91.5% |
| Missing (n) | 110243 |
| Unnamed Civilian/Unspecified | 3453 |
|---|---|
| Police Security Forces/Officers | 793 |
| Military Personnel (soldiers, troops, officers, forces) | 718 |
| Other values (103) | 5232 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Unnamed Civilian/Unspecified | 3453 | < 0.1% | |
| Police Security Forces/Officers | 793 | < 0.1% | |
| Military Personnel (soldiers, troops, officers, forces) | 718 | < 0.1% | |
| Non-State Militia | 400 | < 0.1% | |
| Laborer (General)/Occupation Identified | 315 | < 0.1% | |
| Named Civilian | 283 | < 0.1% | |
| Race/Ethnicity Identified | 266 | < 0.1% | |
| House/Apartment/Residence | 228 | < 0.1% | |
| Military Barracks/Base/Headquarters/Checkpost | 193 | < 0.1% | |
| Village/City/Town/Suburb | 178 | < 0.1% | |
| Other values (96) | 3369 | < 0.1% | |
| (Missing) | 110243 | 91.5% |
| Max length | 71 |
|---|---|
| Mean length | 5.229 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
targsubtype3
Numeric
| Distinct count | 91 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 119419 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 56.043 |
|---|---|
| Minimum | 1 |
| Maximum | 113 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 34 |
| Median | 67 |
| Q3 | 73 |
| 95-th percentile | 94 |
| Maximum | 113 |
| Range | 112 |
| Interquartile range | 39 |
Descriptive statistics
| Standard deviation | 25.96 |
|---|---|
| Coef of variation | 0.46322 |
| Kurtosis | -0.77452 |
| Mean | 56.043 |
| MAD | 22.419 |
| Skewness | -0.54995 |
| Sum | 57164 |
| Variance | 673.95 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| 67 | 321 | < 0.1% | |
| 25 | 79 | < 0.1% | |
| 34 | 54 | < 0.1% | |
| 77 | 46 | < 0.1% | |
| 76 | 39 | < 0.1% | |
| 73 | 28 | < 0.1% | |
| 87 | 25 | < 0.1% | |
| 75 | 24 | < 0.1% | |
| 94 | 22 | < 0.1% | |
| 18 | 21 | < 0.1% | |
| Other values (80) | 361 | < 0.1% | |
| (Missing) | 119419 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 11 | < 0.1% | |
| 2 | 15 | < 0.1% | |
| 3 | 10 | < 0.1% | |
| 4 | 1 | < 0.1% | |
| 5 | 2 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 113 | 1 | < 0.1% | |
| 109 | 1 | < 0.1% | |
| 107 | 2 | < 0.1% | |
| 105 | 1 | < 0.1% | |
| 104 | 1 | < 0.1% |
targsubtype3_txt
Categorical
| Distinct count | 91 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 119419 |
| Unnamed Civilian/Unspecified | 321 |
|---|---|
| Police Security Forces/Officers | 79 |
| Military Personnel (soldiers, troops, officers, forces) | 54 |
| Other values (87) | 566 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Unnamed Civilian/Unspecified | 321 | < 0.1% | |
| Police Security Forces/Officers | 79 | < 0.1% | |
| Military Personnel (soldiers, troops, officers, forces) | 54 | < 0.1% | |
| Laborer (General)/Occupation Identified | 46 | < 0.1% | |
| House/Apartment/Residence | 39 | < 0.1% | |
| Vehicles/Transportation | 28 | < 0.1% | |
| Affiliated Institution | 25 | < 0.1% | |
| Village/City/Town/Suburb | 24 | < 0.1% | |
| Non-State Militia | 22 | < 0.1% | |
| Government Personnel (excluding police, military) | 21 | < 0.1% | |
| Other values (80) | 361 | < 0.1% | |
| (Missing) | 119419 | > 99.9% |
| Max length | 71 |
|---|---|
| Mean length | 3.2151 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
targtype1
Highly correlated
This variable is highly correlated with targsubtype1 and should be ignored for analysis
| Correlation | 0.98007 |
|---|
targtype1_txt
Categorical
| Distinct count | 22 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Private Citizens & Property | |
|---|---|
| Military | |
| Police | |
| Other values (19) |
| Value | Count | Frequency (%) | |
| Private Citizens & Property | 32849 | 27.3% | |
| Military | 19124 | 15.9% | |
| Police | 17527 | 14.6% | |
| Government (General) | 13509 | 11.2% | |
| Business | 10141 | 8.4% | |
| Unknown | 5418 | < 0.1% | |
| Transportation | 3672 | < 0.1% | |
| Religious Figures/Institutions | 3358 | < 0.1% | |
| Educational Institution | 3109 | < 0.1% | |
| Utilities | 2505 | < 0.1% | |
| Other values (12) | 9227 | 7.7% |
| Max length | 30 |
|---|---|
| Mean length | 16.351 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
targtype2
Highly correlated
This variable is highly correlated with targsubtype2 and should be ignored for analysis
| Correlation | 0.97232 |
|---|
targtype2_txt
Categorical
| Distinct count | 22 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 91.3% |
| Missing (n) | 109951 |
| Private Citizens & Property | 5442 |
|---|---|
| Military | 1259 |
| Police | 1099 |
| Other values (18) | 2688 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Private Citizens & Property | 5442 | < 0.1% | |
| Military | 1259 | < 0.1% | |
| Police | 1099 | < 0.1% | |
| Business | 720 | < 0.1% | |
| Terrorists/Non-State Militia | 476 | < 0.1% | |
| Government (General) | 442 | < 0.1% | |
| Educational Institution | 218 | < 0.1% | |
| Religious Figures/Institutions | 162 | < 0.1% | |
| Transportation | 142 | < 0.1% | |
| Journalists & Media | 103 | < 0.1% | |
| Other values (11) | 425 | < 0.1% | |
| (Missing) | 109951 | 91.3% |
| Max length | 30 |
|---|---|
| Mean length | 4.4901 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
targtype3
Highly correlated
This variable is highly correlated with targsubtype3 and should be ignored for analysis
| Correlation | 0.97418 |
|---|
targtype3_txt
Categorical
| Distinct count | 21 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 119364 |
| Private Citizens & Property | 533 |
|---|---|
| Business | 102 |
| Police | 99 |
| Other values (17) | 341 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Private Citizens & Property | 533 | < 0.1% | |
| Business | 102 | < 0.1% | |
| Police | 99 | < 0.1% | |
| Military | 88 | < 0.1% | |
| Government (General) | 56 | < 0.1% | |
| Religious Figures/Institutions | 37 | < 0.1% | |
| Terrorists/Non-State Militia | 30 | < 0.1% | |
| NGO | 21 | < 0.1% | |
| Government (Diplomatic) | 19 | < 0.1% | |
| Tourists | 16 | < 0.1% | |
| Other values (10) | 74 | < 0.1% | |
| (Missing) | 119364 | > 99.9% |
| Max length | 30 |
|---|---|
| Mean length | 3.1512 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
vicinity
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 10386 |
| -9 | 35 |
| Value | Count | Frequency (%) | |
| 0 | 110018 | 91.3% | |
| 1 | 10386 | 8.6% | |
| -9 | 35 | < 0.1% |
| Max length | 2 |
|---|---|
| Mean length | 1.0003 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
weapdetail
Categorical
| Distinct count | 17019 |
|---|---|
| Unique (%) | 14.1% |
| Missing (%) | 51.4% |
| Missing (n) | 61850 |
| Unknown firearms were used in the attack. | 4030 |
|---|---|
| A roadside bomb was used in the attack. | 3616 |
| An improvised explosive device was used in the attack. | 3023 |
| Other values (17015) | |
| (Missing) |
| Value | Count | Frequency (%) | |
| Unknown firearms were used in the attack. | 4030 | < 0.1% | |
| A roadside bomb was used in the attack. | 3616 | < 0.1% | |
| An improvised explosive device was used in the attack. | 3023 | < 0.1% | |
| Firearm | 1491 | < 0.1% | |
| Explosive | 1486 | < 0.1% | |
| Unknown explosives were used in the attack. | 1072 | < 0.1% | |
| Mortars were used in the attack. | 849 | < 0.1% | |
| Unknown weapons were used in the attack. | 774 | < 0.1% | |
| Rockets were used in the attack. | 682 | < 0.1% | |
| A rocket was used in the attack. | 648 | < 0.1% | |
| Other values (17008) | 40918 | 34.0% | |
| (Missing) | 61850 | 51.4% |
| Max length | 656 |
|---|---|
| Mean length | 25.352 |
| Min length | 2 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
weapsubtype1
Numeric
| Distinct count | 31 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 8.9% |
| Missing (n) | 10733 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 11.668 |
|---|---|
| Minimum | 1 |
| Maximum | 31 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| Median | 12 |
| Q3 | 16 |
| 95-th percentile | 20 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range | 11 |
Descriptive statistics
| Standard deviation | 6.0933 |
|---|---|
| Coef of variation | 0.52221 |
| Kurtosis | -0.21823 |
| Mean | 11.668 |
| MAD | 5.2722 |
| Skewness | 0.36292 |
| Sum | 1.2801e+06 |
| Variance | 37.128 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| 5 | 29502 | 24.5% | |
| 16 | 23916 | 19.9% | |
| 15 | 8995 | 7.5% | |
| 11 | 8927 | 7.4% | |
| 17 | 7215 | 6.0% | |
| 7 | 4257 | < 0.1% | |
| 18 | 3855 | < 0.1% | |
| 8 | 3615 | < 0.1% | |
| 2 | 3376 | < 0.1% | |
| 13 | 3220 | < 0.1% | |
| Other values (20) | 12828 | 10.7% | |
| (Missing) | 10733 | 8.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 70 | < 0.1% | |
| 2 | 3376 | < 0.1% | |
| 3 | 1533 | < 0.1% | |
| 4 | 678 | < 0.1% | |
| 5 | 29502 | 24.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 31 | 455 | < 0.1% | |
| 30 | 63 | < 0.1% | |
| 29 | 1582 | < 0.1% | |
| 28 | 488 | < 0.1% | |
| 27 | 95 | < 0.1% |
weapsubtype1_txt
Categorical
| Distinct count | 31 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 8.9% |
| Missing (n) | 10733 |
| Unknown Gun Type | |
|---|---|
| Unknown Explosive Type | |
| Vehicle | 8995 |
| Other values (27) | |
| (Missing) |
| Value | Count | Frequency (%) | |
| Unknown Gun Type | 29502 | 24.5% | |
| Unknown Explosive Type | 23916 | 19.9% | |
| Vehicle | 8995 | 7.5% | |
| Projectile (rockets, mortars, RPGs, etc.) | 8927 | 7.4% | |
| Other Explosive Type | 7215 | 6.0% | |
| Grenade | 4257 | < 0.1% | |
| Arson/Fire | 3855 | < 0.1% | |
| Landmine | 3615 | < 0.1% | |
| Automatic or Semi-Automatic Rifle | 3376 | < 0.1% | |
| Suicide (carried bodily by human being) | 3220 | < 0.1% | |
| Other values (20) | 12828 | 10.7% | |
| (Missing) | 10733 | 8.9% |
| Max length | 41 |
|---|---|
| Mean length | 17.836 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
weapsubtype2
Numeric
| Distinct count | 29 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 92.7% |
| Missing (n) | 111664 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 10.956 |
|---|---|
| Minimum | 1 |
| Maximum | 31 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 5 |
| Median | 7 |
| Q3 | 18 |
| 95-th percentile | 23 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range | 13 |
Descriptive statistics
| Standard deviation | 7.6669 |
|---|---|
| Coef of variation | 0.69982 |
| Kurtosis | -1.3378 |
| Mean | 10.956 |
| MAD | 7.0453 |
| Skewness | 0.4011 |
| Sum | 96135 |
| Variance | 58.782 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| 5 | 2502 | < 0.1% | |
| 18 | 1463 | < 0.1% | |
| 2 | 1177 | < 0.1% | |
| 23 | 734 | < 0.1% | |
| 16 | 459 | < 0.1% | |
| 11 | 441 | < 0.1% | |
| 7 | 366 | < 0.1% | |
| 3 | 234 | < 0.1% | |
| 4 | 234 | < 0.1% | |
| 13 | 187 | < 0.1% | |
| Other values (18) | 978 | < 0.1% | |
| (Missing) | 111664 | 92.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 21 | < 0.1% | |
| 2 | 1177 | < 0.1% | |
| 3 | 234 | < 0.1% | |
| 4 | 234 | < 0.1% | |
| 5 | 2502 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 31 | 5 | < 0.1% | |
| 30 | 5 | < 0.1% | |
| 28 | 17 | < 0.1% | |
| 27 | 139 | < 0.1% | |
| 26 | 1 | < 0.1% |
weapsubtype2_txt
Categorical
| Distinct count | 29 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 92.7% |
| Missing (n) | 111664 |
| Unknown Gun Type | 2502 |
|---|---|
| Arson/Fire | 1463 |
| Automatic or Semi-Automatic Rifle | 1177 |
| Other values (25) | 3633 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Unknown Gun Type | 2502 | < 0.1% | |
| Arson/Fire | 1463 | < 0.1% | |
| Automatic or Semi-Automatic Rifle | 1177 | < 0.1% | |
| Knife or Other Sharp Object | 734 | < 0.1% | |
| Unknown Explosive Type | 459 | < 0.1% | |
| Projectile (rockets, mortars, RPGs, etc.) | 441 | < 0.1% | |
| Grenade | 366 | < 0.1% | |
| Rifle/Shotgun (non-automatic) | 234 | < 0.1% | |
| Handgun | 234 | < 0.1% | |
| Suicide (carried bodily by human being) | 187 | < 0.1% | |
| Other values (18) | 978 | < 0.1% | |
| (Missing) | 111664 | 92.7% |
| Max length | 41 |
|---|---|
| Mean length | 4.2562 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
weapsubtype3
Numeric
| Distinct count | 23 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 119098 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 12.05 |
|---|---|
| Minimum | 1 |
| Maximum | 28 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| Median | 11 |
| Q3 | 21 |
| 95-th percentile | 23 |
| Maximum | 28 |
| Range | 27 |
| Interquartile range | 17 |
Descriptive statistics
| Standard deviation | 8.6114 |
|---|---|
| Coef of variation | 0.71464 |
| Kurtosis | -1.7152 |
| Mean | 12.05 |
| MAD | 8.2581 |
| Skewness | 0.14777 |
| Sum | 16159 |
| Variance | 74.156 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| 5 | 290 | < 0.1% | |
| 23 | 245 | < 0.1% | |
| 2 | 230 | < 0.1% | |
| 18 | 170 | < 0.1% | |
| 4 | 68 | < 0.1% | |
| 19 | 66 | < 0.1% | |
| 21 | 43 | < 0.1% | |
| 3 | 42 | < 0.1% | |
| 11 | 32 | < 0.1% | |
| 16 | 29 | < 0.1% | |
| Other values (12) | 126 | < 0.1% | |
| (Missing) | 119098 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 2 | < 0.1% | |
| 2 | 230 | < 0.1% | |
| 3 | 42 | < 0.1% | |
| 4 | 68 | < 0.1% | |
| 5 | 290 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 28 | 2 | < 0.1% | |
| 27 | 17 | < 0.1% | |
| 26 | 3 | < 0.1% | |
| 24 | 14 | < 0.1% | |
| 23 | 245 | < 0.1% |
weapsubtype3_txt
Categorical
| Distinct count | 23 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 119098 |
| Unknown Gun Type | 290 |
|---|---|
| Knife or Other Sharp Object | 245 |
| Automatic or Semi-Automatic Rifle | 230 |
| Other values (19) | 576 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Unknown Gun Type | 290 | < 0.1% | |
| Knife or Other Sharp Object | 245 | < 0.1% | |
| Automatic or Semi-Automatic Rifle | 230 | < 0.1% | |
| Arson/Fire | 170 | < 0.1% | |
| Rifle/Shotgun (non-automatic) | 68 | < 0.1% | |
| Molotov Cocktail/Petrol Bomb | 66 | < 0.1% | |
| Blunt Object | 43 | < 0.1% | |
| Handgun | 42 | < 0.1% | |
| Projectile (rockets, mortars, RPGs, etc.) | 32 | < 0.1% | |
| Unknown Explosive Type | 29 | < 0.1% | |
| Other values (12) | 126 | < 0.1% | |
| (Missing) | 119098 | > 99.9% |
| Max length | 41 |
|---|---|
| Mean length | 3.2092 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
weapsubtype4
Highly correlated
This variable is highly correlated with targtype2 and should be ignored for analysis
| Correlation | 1 |
|---|
weapsubtype4_txt
Categorical
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 120433 |
| Unknown Gun Type | 2 |
|---|---|
| Unknown Weapon Type | 1 |
| Dynamite/TNT | 1 |
| Other values (2) | 2 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Unknown Gun Type | 2 | < 0.1% | |
| Unknown Weapon Type | 1 | < 0.1% | |
| Dynamite/TNT | 1 | < 0.1% | |
| Automatic or Semi-Automatic Rifle | 1 | < 0.1% | |
| Rifle/Shotgun (non-automatic) | 1 | < 0.1% | |
| (Missing) | 120433 | > 99.9% |
| Max length | 33 |
|---|---|
| Mean length | 3.0009 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
weaptype1
Numeric
| Distinct count | 12 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.4374 |
|---|---|
| Minimum | 1 |
| Maximum | 13 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 5 |
| Median | 6 |
| Q3 | 6 |
| 95-th percentile | 13 |
| Maximum | 13 |
| Range | 12 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 2.1287 |
|---|---|
| Coef of variation | 0.33068 |
| Kurtosis | 4.4911 |
| Mean | 6.4374 |
| MAD | 1.3426 |
| Skewness | 2.3221 |
| Sum | 7.7531e+05 |
| Variance | 4.5314 |
| Memory size | 941.1 KiB |
| Value | Count | Frequency (%) | |
| 6 | 66413 | 55.1% | |
| 5 | 35185 | 29.2% | |
| 13 | 9686 | 8.0% | |
| 8 | 6016 | < 0.1% | |
| 9 | 2544 | < 0.1% | |
| 2 | 235 | < 0.1% | |
| 10 | 113 | < 0.1% | |
| 11 | 106 | < 0.1% | |
| 12 | 84 | < 0.1% | |
| 1 | 27 | < 0.1% | |
| Other values (2) | 30 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 27 | < 0.1% | |
| 2 | 235 | < 0.1% | |
| 3 | 11 | < 0.1% | |
| 5 | 35185 | 29.2% | |
| 6 | 66413 | 55.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 13 | 9686 | 8.0% | |
| 12 | 84 | < 0.1% | |
| 11 | 106 | < 0.1% | |
| 10 | 113 | < 0.1% | |
| 9 | 2544 | < 0.1% |
weaptype1_txt
Categorical
| Distinct count | 12 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Explosives | |
|---|---|
| Firearms | |
| Unknown | 9686 |
| Other values (9) | 9155 |
| Value | Count | Frequency (%) | |
| Explosives | 66413 | 55.1% | |
| Firearms | 35185 | 29.2% | |
| Unknown | 9686 | 8.0% | |
| Incendiary | 6016 | < 0.1% | |
| Melee | 2544 | < 0.1% | |
| Chemical | 235 | < 0.1% | |
| Vehicle (not to include vehicle-borne explosives, i.e., car or truck bombs) | 113 | < 0.1% | |
| Sabotage Equipment | 106 | < 0.1% | |
| Other | 84 | < 0.1% | |
| Biological | 27 | < 0.1% | |
| Other values (2) | 30 | < 0.1% |
| Max length | 75 |
|---|---|
| Mean length | 9.13 |
| Min length | 5 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
weaptype2
Highly correlated
This variable is highly correlated with weapsubtype2 and should be ignored for analysis
| Correlation | 0.93707 |
|---|
weaptype2_txt
Categorical
| Distinct count | 12 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 91.9% |
| Missing (n) | 110642 |
| Firearms | 4177 |
|---|---|
| Incendiary | 1749 |
| Explosives | 1654 |
| Other values (8) | 2217 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Firearms | 4177 | < 0.1% | |
| Incendiary | 1749 | < 0.1% | |
| Explosives | 1654 | < 0.1% | |
| Melee | 1203 | < 0.1% | |
| Unknown | 751 | < 0.1% | |
| Other | 105 | < 0.1% | |
| Sabotage Equipment | 50 | < 0.1% | |
| Vehicle (not to include vehicle-borne explosives, i.e., car or truck bombs) | 48 | < 0.1% | |
| Chemical | 44 | < 0.1% | |
| Fake Weapons | 15 | < 0.1% | |
| (Missing) | 110642 | 91.9% |
| Max length | 75 |
|---|---|
| Mean length | 3.4558 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
weaptype3
Highly correlated
This variable is highly correlated with weapsubtype3 and should be ignored for analysis
| Correlation | 0.97232 |
|---|
weaptype3_txt
Categorical
| Distinct count | 11 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 118988 |
| Firearms | 646 |
|---|---|
| Melee | 334 |
| Incendiary | 265 |
| Other values (7) | 206 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Firearms | 646 | < 0.1% | |
| Melee | 334 | < 0.1% | |
| Incendiary | 265 | < 0.1% | |
| Explosives | 100 | < 0.1% | |
| Other | 37 | < 0.1% | |
| Unknown | 37 | < 0.1% | |
| Vehicle (not to include vehicle-borne explosives, i.e., car or truck bombs) | 14 | < 0.1% | |
| Sabotage Equipment | 7 | < 0.1% | |
| Chemical | 6 | < 0.1% | |
| Fake Weapons | 5 | < 0.1% | |
| (Missing) | 118988 | > 99.9% |
| Max length | 75 |
|---|---|
| Mean length | 3.0653 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
weaptype4
Highly correlated
This variable is highly correlated with weapsubtype4 and should be ignored for analysis
| Correlation | 0.99355 |
|---|
weaptype4_txt
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 120434 |
| Firearms | 4 |
|---|---|
| Explosives | 1 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Firearms | 4 | < 0.1% | |
| Explosives | 1 | < 0.1% | |
| (Missing) | 120434 | > 99.9% |
| Max length | 10 |
|---|---|
| Mean length | 3.0002 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
Matrix
Count
Heatmap
Dendrogram
First rows
| addnotes | alternative | alternative_txt | approxdate | attacktype1 | attacktype1_txt | attacktype2 | attacktype2_txt | attacktype3 | attacktype3_txt | city | claim2 | claim3 | claimed | claimmode | claimmode2 | claimmode2_txt | claimmode3 | claimmode3_txt | claimmode_txt | compclaim | corp1 | corp2 | corp3 | country | country_txt | crit1 | crit2 | crit3 | dbsource | divert | doubtterr | eventid | extended | gname | gname2 | gname3 | gsubname | gsubname2 | gsubname3 | guncertain1 | guncertain2 | guncertain3 | hostkidoutcome | hostkidoutcome_txt | iday | imonth | individual | INT_ANY | INT_IDEO | INT_LOG | INT_MISC | ishostkid | iyear | kidhijcountry | latitude | location | longitude | motive | multiple | natlty1 | natlty1_txt | natlty2 | natlty2_txt | natlty3 | natlty3_txt | ndays | nhostkid | nhostkidus | nhours | nkill | nkillter | nkillus | nperpcap | nperps | nreleased | nwound | nwoundte | nwoundus | propcomment | property | propextent | propextent_txt | propvalue | provstate | ransom | ransomamt | ransomamtus | ransomnote | ransompaid | ransompaidus | region | region_txt | related | resolution | scite1 | scite2 | scite3 | specificity | success | suicide | summary | target1 | target2 | target3 | targsubtype1 | targsubtype1_txt | targsubtype2 | targsubtype2_txt | targsubtype3 | targsubtype3_txt | targtype1 | targtype1_txt | targtype2 | targtype2_txt | targtype3 | targtype3_txt | vicinity | weapdetail | weapsubtype1 | weapsubtype1_txt | weapsubtype2 | weapsubtype2_txt | weapsubtype3 | weapsubtype3_txt | weapsubtype4 | weapsubtype4_txt | weaptype1 | weaptype1_txt | weaptype2 | weaptype2_txt | weaptype3 | weaptype3_txt | weaptype4 | weaptype4_txt | |
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| 0 | NaN | NaN | NaN | NaN | 3 | Bombing/Explosion | NaN | NaN | NaN | NaN | Porto-Vecchio | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 69 | France | 1 | 1 | 1 | PGIS | NaN | -9.0 | 199601000001 | 0 | Corsican Separatists | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0.0 | 1996 | NaN | 41.591369 | NaN | 9.278311 | NaN | 1.0 | 69.0 | France | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | NaN | 1 | NaN | NaN | NaN | Corsica | 0.0 | NaN | NaN | NaN | NaN | NaN | 8 | Western Europe | 199601000001, 199601000002 | NaT | NaN | NaN | NaN | 1.0 | 1 | 0 | NaN | OFC Bldgs | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1 | Business | NaN | NaN | NaN | NaN | 0 | Explosive | 16.0 | Unknown Explosive Type | NaN | NaN | NaN | NaN | NaN | NaN | 6 | Explosives | NaN | NaN | NaN | NaN | NaN | NaN |
| 1 | NaN | NaN | NaN | NaN | 3 | Bombing/Explosion | NaN | NaN | NaN | NaN | Porto-Vecchio | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 69 | France | 1 | 1 | 1 | PGIS | NaN | -9.0 | 199601000002 | 0 | Corsican Separatists | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0.0 | 1996 | NaN | 41.591369 | NaN | 9.278311 | NaN | 1.0 | 69.0 | France | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | NaN | 1 | NaN | NaN | NaN | Corsica | 0.0 | NaN | NaN | NaN | NaN | NaN | 8 | Western Europe | 199601000002, 199601000001 | NaT | NaN | NaN | NaN | 1.0 | 1 | 0 | NaN | OFC Bldgs | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1 | Business | NaN | NaN | NaN | NaN | 0 | Explosive | 16.0 | Unknown Explosive Type | NaN | NaN | NaN | NaN | NaN | NaN | 6 | Explosives | NaN | NaN | NaN | NaN | NaN | NaN |
| 2 | NaN | 1.0 | Insurgency/Guerilla Action | NaN | 1 | Assassination | NaN | NaN | NaN | NaN | Karachi | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Govt | NaN | NaN | 153 | Pakistan | 1 | 1 | 0 | PGIS | NaN | 1.0 | 199601010001 | 0 | Unknown | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | 1 | 1 | 0 | -9 | -9 | -9 | 0 | 0.0 | 1996 | NaN | 24.891115 | NaN | 67.143311 | NaN | 0.0 | 153.0 | Pakistan | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 4.0 | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | NaN | 0 | NaN | NaN | NaN | Sindh | 0.0 | NaN | NaN | NaN | NaN | NaN | 6 | South Asia | NaN | NaT | NaN | NaN | NaN | 1.0 | 1 | 0 | NaN | Soldiers and 1 Policeman | NaN | NaN | 34.0 | Military Personnel (soldiers, troops, officers, forces) | NaN | NaN | NaN | NaN | 4 | Military | NaN | NaN | NaN | NaN | 0 | Firearm | 5.0 | Unknown Gun Type | NaN | NaN | NaN | NaN | NaN | NaN | 5 | Firearms | NaN | NaN | NaN | NaN | NaN | NaN |
| 3 | NaN | 1.0 | Insurgency/Guerilla Action | NaN | 1 | Assassination | NaN | NaN | NaN | NaN | Karachi | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Govt | NaN | NaN | 153 | Pakistan | 1 | 1 | 0 | PGIS | NaN | 1.0 | 199601010002 | 0 | Unknown | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | 1 | 1 | 0 | -9 | -9 | -9 | 0 | 0.0 | 1996 | NaN | 24.891115 | NaN | 67.143311 | NaN | 0.0 | 153.0 | Pakistan | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | NaN | 0 | NaN | NaN | NaN | Sindh | 0.0 | NaN | NaN | NaN | NaN | NaN | 6 | South Asia | NaN | NaT | NaN | NaN | NaN | 1.0 | 1 | 0 | NaN | Ranger Dost Mohammad | NaN | NaN | 39.0 | Paramilitary | NaN | NaN | NaN | NaN | 4 | Military | NaN | NaN | NaN | NaN | 0 | Firearm | 5.0 | Unknown Gun Type | NaN | NaN | NaN | NaN | NaN | NaN | 5 | Firearms | NaN | NaN | NaN | NaN | NaN | NaN |
| 4 | NaN | NaN | NaN | NaN | 2 | Armed Assault | NaN | NaN | NaN | NaN | Karachi | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Unk | NaN | NaN | 153 | Pakistan | 1 | 1 | 1 | PGIS | NaN | -9.0 | 199601010003 | 0 | Unknown | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | 1 | 1 | 0 | -9 | -9 | -9 | 0 | 0.0 | 1996 | NaN | 24.891115 | NaN | 67.143311 | NaN | 0.0 | 153.0 | Pakistan | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | 1.0 | NaN | NaN | NaN | 1 | NaN | NaN | NaN | Sindh | 0.0 | NaN | NaN | NaN | NaN | NaN | 6 | South Asia | NaN | NaT | NaN | NaN | NaN | 1.0 | 1 | 0 | NaN | Passenger Train | NaN | NaN | 100.0 | Train/Train Tracks/Trolley | NaN | NaN | NaN | NaN | 19 | Transportation | NaN | NaN | NaN | NaN | 0 | Firearm | 5.0 | Unknown Gun Type | NaN | NaN | NaN | NaN | NaN | NaN | 5 | Firearms | NaN | NaN | NaN | NaN | NaN | NaN |
| 5 | NaN | NaN | NaN | NaN | 2 | Armed Assault | NaN | NaN | NaN | NaN | Karachi | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Unk | NaN | NaN | 153 | Pakistan | 1 | 1 | 1 | PGIS | NaN | -9.0 | 199601010004 | 0 | Unknown | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | 1 | 1 | 0 | -9 | -9 | -9 | 0 | 0.0 | 1996 | NaN | 24.891115 | NaN | 67.143311 | NaN | 0.0 | 153.0 | Pakistan | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 5.0 | NaN | NaN | NaN | NaN | NaN | 1.0 | NaN | NaN | NaN | 1 | NaN | NaN | NaN | Sindh | 0.0 | NaN | NaN | NaN | NaN | NaN | 6 | South Asia | NaN | NaT | NaN | NaN | NaN | 1.0 | 1 | 0 | NaN | Residence | NaN | NaN | 76.0 | House/Apartment/Residence | NaN | NaN | NaN | NaN | 14 | Private Citizens & Property | NaN | NaN | NaN | NaN | 0 | Firearm | 5.0 | Unknown Gun Type | NaN | NaN | NaN | NaN | NaN | NaN | 5 | Firearms | NaN | NaN | NaN | NaN | NaN | NaN |
| 6 | NaN | 2.0 | Other Crime Type | NaN | 1 | Assassination | NaN | NaN | NaN | NaN | Karachi | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Unk | NaN | NaN | 153 | Pakistan | 0 | 1 | 1 | PGIS | NaN | 1.0 | 199601010005 | 0 | Unknown | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | 1 | 1 | 0 | -9 | -9 | -9 | 0 | 0.0 | 1996 | NaN | 24.891115 | NaN | 67.143311 | NaN | 0.0 | 153.0 | Pakistan | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | NaN | 0 | NaN | NaN | NaN | Sindh | 0.0 | NaN | NaN | NaN | NaN | NaN | 6 | South Asia | NaN | NaT | NaN | NaN | NaN | 1.0 | 1 | 0 | NaN | u/i male | NaN | NaN | 67.0 | Unnamed Civilian/Unspecified | NaN | NaN | NaN | NaN | 14 | Private Citizens & Property | NaN | NaN | NaN | NaN | 0 | Firearm | 5.0 | Unknown Gun Type | NaN | NaN | NaN | NaN | NaN | NaN | 5 | Firearms | NaN | NaN | NaN | NaN | NaN | NaN |
| 7 | NaN | 2.0 | Other Crime Type | NaN | 1 | Assassination | NaN | NaN | NaN | NaN | Karachi | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Unk | NaN | NaN | 153 | Pakistan | 0 | 1 | 1 | PGIS | NaN | 1.0 | 199601010006 | 0 | Unknown | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | 1 | 1 | 0 | -9 | -9 | -9 | 0 | 0.0 | 1996 | NaN | 24.891115 | NaN | 67.143311 | NaN | 0.0 | 153.0 | Pakistan | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | NaN | 0 | NaN | NaN | NaN | Sindh | 0.0 | NaN | NaN | NaN | NaN | NaN | 6 | South Asia | NaN | NaT | NaN | NaN | NaN | 1.0 | 1 | 0 | NaN | u/i male | NaN | NaN | 67.0 | Unnamed Civilian/Unspecified | NaN | NaN | NaN | NaN | 14 | Private Citizens & Property | NaN | NaN | NaN | NaN | 0 | Firearm | 5.0 | Unknown Gun Type | NaN | NaN | NaN | NaN | NaN | NaN | 5 | Firearms | NaN | NaN | NaN | NaN | NaN | NaN |
| 8 | NaN | 2.0 | Other Crime Type | NaN | 1 | Assassination | NaN | NaN | NaN | NaN | Karachi | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Unk | NaN | NaN | 153 | Pakistan | 0 | 1 | 1 | PGIS | NaN | 1.0 | 199601010007 | 0 | Unknown | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | 1 | 1 | 0 | -9 | -9 | -9 | 0 | 0.0 | 1996 | NaN | 24.891115 | NaN | 67.143311 | NaN | 0.0 | 153.0 | Pakistan | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | NaN | 0 | NaN | NaN | NaN | Sindh | 0.0 | NaN | NaN | NaN | NaN | NaN | 6 | South Asia | NaN | NaT | NaN | NaN | NaN | 1.0 | 1 | 0 | NaN | u/i male | NaN | NaN | 67.0 | Unnamed Civilian/Unspecified | NaN | NaN | NaN | NaN | 14 | Private Citizens & Property | NaN | NaN | NaN | NaN | 0 | Firearm | 5.0 | Unknown Gun Type | NaN | NaN | NaN | NaN | NaN | NaN | 5 | Firearms | NaN | NaN | NaN | NaN | NaN | NaN |
| 9 | NaN | 2.0 | Other Crime Type | NaN | 1 | Assassination | NaN | NaN | NaN | NaN | Karachi | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Unk | NaN | NaN | 153 | Pakistan | 0 | 1 | 1 | PGIS | NaN | 1.0 | 199601010008 | 0 | Unknown | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | 1 | 1 | 0 | -9 | -9 | -9 | 0 | 0.0 | 1996 | NaN | 24.891115 | NaN | 67.143311 | NaN | 0.0 | 153.0 | Pakistan | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | NaN | 0 | NaN | NaN | NaN | Sindh | 0.0 | NaN | NaN | NaN | NaN | NaN | 6 | South Asia | NaN | NaT | NaN | NaN | NaN | 1.0 | 1 | 0 | NaN | u/i male | NaN | NaN | 67.0 | Unnamed Civilian/Unspecified | NaN | NaN | NaN | NaN | 14 | Private Citizens & Property | NaN | NaN | NaN | NaN | 0 | Firearm | 5.0 | Unknown Gun Type | NaN | NaN | NaN | NaN | NaN | NaN | 5 | Firearms | NaN | NaN | NaN | NaN | NaN | NaN |
Last rows
| addnotes | alternative | alternative_txt | approxdate | attacktype1 | attacktype1_txt | attacktype2 | attacktype2_txt | attacktype3 | attacktype3_txt | city | claim2 | claim3 | claimed | claimmode | claimmode2 | claimmode2_txt | claimmode3 | claimmode3_txt | claimmode_txt | compclaim | corp1 | corp2 | corp3 | country | country_txt | crit1 | crit2 | crit3 | dbsource | divert | doubtterr | eventid | extended | gname | gname2 | gname3 | gsubname | gsubname2 | gsubname3 | guncertain1 | guncertain2 | guncertain3 | hostkidoutcome | hostkidoutcome_txt | iday | imonth | individual | INT_ANY | INT_IDEO | INT_LOG | INT_MISC | ishostkid | iyear | kidhijcountry | latitude | location | longitude | motive | multiple | natlty1 | natlty1_txt | natlty2 | natlty2_txt | natlty3 | natlty3_txt | ndays | nhostkid | nhostkidus | nhours | nkill | nkillter | nkillus | nperpcap | nperps | nreleased | nwound | nwoundte | nwoundus | propcomment | property | propextent | propextent_txt | propvalue | provstate | ransom | ransomamt | ransomamtus | ransomnote | ransompaid | ransompaidus | region | region_txt | related | resolution | scite1 | scite2 | scite3 | specificity | success | suicide | summary | target1 | target2 | target3 | targsubtype1 | targsubtype1_txt | targsubtype2 | targsubtype2_txt | targsubtype3 | targsubtype3_txt | targtype1 | targtype1_txt | targtype2 | targtype2_txt | targtype3 | targtype3_txt | vicinity | weapdetail | weapsubtype1 | weapsubtype1_txt | weapsubtype2 | weapsubtype2_txt | weapsubtype3 | weapsubtype3_txt | weapsubtype4 | weapsubtype4_txt | weaptype1 | weaptype1_txt | weaptype2 | weaptype2_txt | weaptype3 | weaptype3_txt | weaptype4 | weaptype4_txt | |
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| 120429 | The victims included Senior Police Officer 4 Max Kaibat, Police Officer 3 Jalison Abdullah and Police Officers 1 Archie Ansare Amelista, Ricardo Almonia, Alimodin Nuphay and Zainoden Abdullah. Casualty numbers conflict across sources. Following GTD protocol, the majority reliable estimates are reported here. | NaN | NaN | NaN | 3 | Bombing/Explosion | NaN | NaN | NaN | NaN | Shariff Aguak | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Philippine National Police (PNP) | NaN | NaN | 160 | Philippines | 1 | 1 | 1 | START Primary Collection | NaN | 0.0 | 201712310016 | 0 | Bangsamoro Islamic Freedom Movement (BIFM) | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | 31 | 12 | 0 | 0 | 0 | 0 | 0 | 0.0 | 2017 | NaN | 6.862806 | The incident occurred in the Poblacion Mother area of the Tuayan neighborhood. | 124.443649 | NaN | 0.0 | 160.0 | Philippines | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 0.0 | 0.0 | 0.0 | -99.0 | NaN | 5.0 | 0.0 | 0.0 | A police vehicle was damaged in this attack. | 1 | 3.0 | Minor (likely < $1 million) | -99.0 | Maguindanao | NaN | NaN | NaN | NaN | NaN | NaN | 5 | Southeast Asia | NaN | NaN | "3 dead, scores injured in Mindanao blasts," Manila Times (Philippines), January 2, 2018. | "Cop, 2 others killed in bomb blasts in Mindanao," Philippines Daily Inquirer, January 1, 2018. | "Cop killed, 7 injured in Maguindanao IED blasts," Philippine Star, January 1, 2018. | 1.0 | 1 | 0 | 12/31/2017: A roadside bomb detonated targeting a police vehicle in Poblacion Mother, Tuayan, Shariff Aguak, Maguindanao, Philippines. A police officer was killed and five others were injured in the blast. No group claimed responsibility for the incident; however, sources attributed the attack to the Bangsamoro Islamic Freedom Movement (BIFM). | Patrol | NaN | NaN | 23.0 | Police Patrol (including vehicles and convoys) | NaN | NaN | NaN | NaN | 3 | Police | NaN | NaN | NaN | NaN | 0 | A roadside bomb was used in the attack. | 16.0 | Unknown Explosive Type | NaN | NaN | NaN | NaN | NaN | NaN | 6 | Explosives | NaN | NaN | NaN | NaN | NaN | NaN |
| 120430 | NaN | NaN | NaN | NaN | 7 | Facility/Infrastructure Attack | NaN | NaN | NaN | NaN | Spinetoli | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Unknown | NaN | NaN | 98 | Italy | 1 | 1 | 1 | START Primary Collection | NaN | 0.0 | 201712310017 | 0 | Unknown | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | 31 | 12 | 0 | -9 | -9 | -9 | 0 | 0.0 | 2017 | NaN | 42.888982 | The incident occurred in the Ascoli Piceno district. | 13.772795 | The specific motive is unknown; however, sources noted that the targeted building housed migrants. | 0.0 | 98.0 | Italy | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | 0.0 | 0.0 | 0.0 | -99.0 | NaN | 0.0 | 0.0 | 0.0 | A migrants' center was damaged in this attack. | 1 | 4.0 | Unknown | -99.0 | Marche | NaN | NaN | NaN | NaN | NaN | NaN | 8 | Western Europe | NaN | NaN | "Arson attack probed as racial crime," Ansa.it, January 2, 2018. | "Ascoli, a building destined for migrants goes to fire: arson," Corriere della Sera website, Milan, January 2, 2018. | NaN | 1.0 | 1 | 0 | 12/31/2017: Assailants set fire to a migrants' center in Spinetoli, Marche, Italy. There were no reported casualties. No group claimed responsibility for the incident. | Migrant Center | NaN | NaN | 65.0 | Refugee (including Camps/IDP/Asylum Seekers) | NaN | NaN | NaN | NaN | 14 | Private Citizens & Property | NaN | NaN | NaN | NaN | 0 | NaN | 18.0 | Arson/Fire | NaN | NaN | NaN | NaN | NaN | NaN | 8 | Incendiary | NaN | NaN | NaN | NaN | NaN | NaN |
| 120431 | NaN | NaN | NaN | NaN | 2 | Armed Assault | NaN | NaN | NaN | NaN | Kohistan district | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | National Uprising Movement (NUM) | NaN | NaN | 4 | Afghanistan | 1 | 1 | 1 | START Primary Collection | NaN | 0.0 | 201712310018 | 0 | Taliban | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | 31 | 12 | 0 | 0 | 0 | 0 | 0 | 0.0 | 2017 | NaN | 35.315467 | NaN | 64.815508 | The specific motive is unknown; however, sources stated that the Taliban had warned one of the victims against collaborating with the government. | 0.0 | 4.0 | Afghanistan | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 6.0 | 0.0 | 0.0 | 0.0 | -99.0 | NaN | 0.0 | 0.0 | 0.0 | NaN | 0 | NaN | NaN | NaN | Faryab | NaN | NaN | NaN | NaN | NaN | NaN | 6 | South Asia | NaN | NaN | "Six Members Of One Family Shot Dead In Faryab," Tolo News, January 1, 2018. | "Highlights: Pakistan Pashto Press 02 January 2018," Summary, January 2, 2018. | NaN | 3.0 | 1 | 0 | 12/31/2017: Assailants attacked the house of a public uprising member in Kohistan district, Faryab, Afghanistan. Six relatives of the uprising member were killed in the attack. No group claimed responsibility for the incident; however, sources attributed the attack to the Taliban. | House of Member | NaN | NaN | 94.0 | Non-State Militia | NaN | NaN | NaN | NaN | 17 | Terrorists/Non-State Militia | NaN | NaN | NaN | NaN | 0 | NaN | 5.0 | Unknown Gun Type | NaN | NaN | NaN | NaN | NaN | NaN | 5 | Firearms | NaN | NaN | NaN | NaN | NaN | NaN |
| 120432 | NaN | NaN | NaN | NaN | 6 | Hostage Taking (Kidnapping) | NaN | NaN | NaN | NaN | Hungrum | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NC Hills Autonomous Council | NaN | NaN | 92 | India | 1 | 1 | 1 | START Primary Collection | NaN | 0.0 | 201712310019 | 0 | Zeliangrong United Front | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | 5.0 | Successful Rescue | 31 | 12 | 0 | 0 | 0 | 0 | 0 | 1.0 | 2017 | NaN | 25.180162 | The incident occurred in the Dima Hasao district, near the border with Manipur. | 93.015788 | NaN | 0.0 | 92.0 | India | NaN | NaN | NaN | NaN | NaN | 1.0 | 0.0 | 14.0 | 0.0 | 0.0 | 0.0 | 0.0 | -99.0 | 1.0 | 0.0 | 0.0 | 0.0 | NaN | 0 | NaN | NaN | NaN | Assam | 0.0 | NaN | NaN | NaN | NaN | NaN | 6 | South Asia | NaN | NaN | "Abducted PSO rescued within 11 hours," The Sentinel, January 1, 2018. | NaN | NaN | 2.0 | 1 | 0 | 12/31/2017: Assailants abducted Prafulla Phukan, a personal security officer (PSO), from Hungrum, Assam, India. Phukan was rescued by security forces the following morning. No group claimed responsibility for the incident; however, sources attributed the attack to the Zeliangrong United Front. | Personal Security Officer of Council Member Ihuing Pame: Prafulla Phukan | NaN | NaN | 15.0 | Politician or Political Party Movement/Meeting/Rally | NaN | NaN | NaN | NaN | 2 | Government (General) | NaN | NaN | NaN | NaN | 0 | A 9-mm carbine rifle was used in the attack. | 2.0 | Automatic or Semi-Automatic Rifle | NaN | NaN | NaN | NaN | NaN | NaN | 5 | Firearms | NaN | NaN | NaN | NaN | NaN | NaN |
| 120433 | NaN | NaN | NaN | NaN | 3 | Bombing/Explosion | NaN | NaN | NaN | NaN | Maymana | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Unknown | NaN | NaN | 4 | Afghanistan | 1 | 1 | 1 | START Primary Collection | NaN | 0.0 | 201712310020 | 0 | Unknown | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | 31 | 12 | 0 | -9 | -9 | -9 | 0 | 0.0 | 2017 | NaN | 35.921051 | NaN | 64.774544 | NaN | 0.0 | 4.0 | Afghanistan | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | 0.0 | 0.0 | 0.0 | -99.0 | NaN | 4.0 | 0.0 | 0.0 | A shop was damaged in this attack. | 1 | 3.0 | Minor (likely < $1 million) | -99.0 | Faryab | NaN | NaN | NaN | NaN | NaN | NaN | 6 | South Asia | NaN | NaN | "4 people injured in Farayb explosion," Pajhwok Afghan News, December 31, 2017. | NaN | NaN | 1.0 | 1 | 0 | 12/31/2017: An explosive device detonated at a jewelry shop in Maymana, Faryab, Afghanistan. Four people were injured in the blast. No group claimed responsibility for the incident. | Jewelry Shop | NaN | NaN | 7.0 | Retail/Grocery/Bakery | NaN | NaN | NaN | NaN | 1 | Business | NaN | NaN | NaN | NaN | 0 | NaN | 16.0 | Unknown Explosive Type | NaN | NaN | NaN | NaN | NaN | NaN | 6 | Explosives | NaN | NaN | NaN | NaN | NaN | NaN |
| 120434 | NaN | 1.0 | Insurgency/Guerilla Action | NaN | 2 | Armed Assault | NaN | NaN | NaN | NaN | Ceelka Geelow | NaN | NaN | 1.0 | 10.0 | NaN | NaN | NaN | NaN | Unknown | NaN | Somali National Army (SNA) | NaN | NaN | 182 | Somalia | 1 | 1 | 0 | START Primary Collection | NaN | 1.0 | 201712310022 | 0 | Al-Shabaab | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | 31 | 12 | 0 | 0 | 0 | 0 | 0 | 0.0 | 2017 | NaN | 2.359673 | The incident occurred near the town of Balcad. | 45.385034 | NaN | 0.0 | 182.0 | Somalia | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 0.0 | 0.0 | 0.0 | -99.0 | NaN | 2.0 | 0.0 | 0.0 | NaN | -9 | NaN | NaN | NaN | Middle Shebelle | NaN | NaN | NaN | NaN | NaN | NaN | 11 | Sub-Saharan Africa | NaN | NaN | "Somalia: Al-Shabaab Militants Attack Army Checkpoint in Middle Shabeelle Region," Hiiraan Online, January 1, 2018. | "Highlights: Somalia Daily Media Highlights 2 January 2018," Summary, January 3, 2018. | "Highlights: Somalia Daily Media Highlights 1 January 2018," Summary, January 2, 2018. | 2.0 | 1 | 0 | 12/31/2017: Assailants opened fire on a Somali National Army (SNA) checkpoint in Ceelka Geelow, Middle Shebelle, Somalia. At least one soldier was killed and two soldiers were injured in the ensuing clash. Al-Shabaab claimed responsibility for the attack. | Checkpoint | NaN | NaN | 36.0 | Military Checkpoint | NaN | NaN | NaN | NaN | 4 | Military | NaN | NaN | NaN | NaN | 0 | NaN | 5.0 | Unknown Gun Type | NaN | NaN | NaN | NaN | NaN | NaN | 5 | Firearms | NaN | NaN | NaN | NaN | NaN | NaN |
| 120435 | NaN | 1.0 | Insurgency/Guerilla Action | NaN | 3 | Bombing/Explosion | NaN | NaN | NaN | NaN | Jableh | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Russian Air Force | NaN | NaN | 200 | Syria | 1 | 1 | 0 | START Primary Collection | NaN | 1.0 | 201712310029 | 0 | Muslim extremists | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | 31 | 12 | 0 | 1 | -9 | -9 | 1 | 0.0 | 2017 | NaN | 35.407278 | The incident occurred at the Humaymim Airport. | 35.942679 | NaN | 0.0 | 167.0 | Russia | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2.0 | 0.0 | 0.0 | 0.0 | -99.0 | NaN | 7.0 | 0.0 | 0.0 | Seven military planes were damaged in this attack. | 1 | 4.0 | Unknown | -99.0 | Lattakia | NaN | NaN | NaN | NaN | NaN | NaN | 10 | Middle East & North Africa | NaN | NaN | "Putin's 'victory' in Syria has turned into a farce - Turchynov," MENA English (Middle East and North Africa Financial Network), January 5, 2018. | "Two Russian soldiers killed at Hmeymim base in Syria," Ansamed, January 4, 2018. | "Two Russian servicemen killed in Syria mortar attack," Turkish Daily, January 4, 2018. | 1.0 | 1 | 0 | 12/31/2017: Assailants launched mortars at the Hmeymim Air Base in Jableh, Lattakia, Syria. Two Russian soldiers were killed and ten people were injured in the attack. No group claimed responsibility for the incident; however, sources attributed the attack to Muslim extremists. | Hmeymim Air Base | NaN | NaN | 27.0 | Military Barracks/Base/Headquarters/Checkpost | NaN | NaN | NaN | NaN | 4 | Military | NaN | NaN | NaN | NaN | 1 | Mortars were used in the attack. | 11.0 | Projectile (rockets, mortars, RPGs, etc.) | NaN | NaN | NaN | NaN | NaN | NaN | 6 | Explosives | NaN | NaN | NaN | NaN | NaN | NaN |
| 120436 | NaN | NaN | NaN | NaN | 7 | Facility/Infrastructure Attack | NaN | NaN | NaN | NaN | Kubentog | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Not Applicable | NaN | NaN | 160 | Philippines | 1 | 1 | 1 | START Primary Collection | NaN | 0.0 | 201712310030 | 0 | Bangsamoro Islamic Freedom Movement (BIFM) | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | 31 | 12 | 0 | 0 | 0 | 0 | 0 | 0.0 | 2017 | NaN | 6.900742 | The incident occurred in the Datu Hoffer district. | 124.437908 | NaN | 0.0 | 160.0 | Philippines | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | 0.0 | 0.0 | 0.0 | -99.0 | NaN | 0.0 | 0.0 | 0.0 | Houses were damaged in this attack. | 1 | 4.0 | Unknown | -99.0 | Maguindanao | NaN | NaN | NaN | NaN | NaN | NaN | 5 | Southeast Asia | NaN | NaN | "Maguindanao clashes trap tribe members," Philippines Daily Inquirer, January 3, 2018. | NaN | NaN | 2.0 | 1 | 0 | 12/31/2017: Assailants set fire to houses in Kubentog, Datu Hoffer, Maguindanao, Philippines. There were no reported casualties in the attack. No group claimed responsibility for the incident; however, sources attributed the attack to the Bangsamoro Islamic Freedom Movement (BIFM). | Houses | NaN | NaN | 76.0 | House/Apartment/Residence | NaN | NaN | NaN | NaN | 14 | Private Citizens & Property | NaN | NaN | NaN | NaN | 0 | NaN | 18.0 | Arson/Fire | NaN | NaN | NaN | NaN | NaN | NaN | 8 | Incendiary | NaN | NaN | NaN | NaN | NaN | NaN |
| 120437 | NaN | NaN | NaN | NaN | 3 | Bombing/Explosion | NaN | NaN | NaN | NaN | Imphal | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Forest Department Manipur | NaN | NaN | 92 | India | 1 | 1 | 1 | START Primary Collection | NaN | 0.0 | 201712310031 | 0 | Unknown | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | 31 | 12 | 0 | -9 | -9 | -9 | 0 | 0.0 | 2017 | NaN | 24.798346 | The incident occurred in the Mantripukhri neighborhood. | 93.940430 | NaN | 0.0 | 92.0 | India | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | 0.0 | 0.0 | 0.0 | -99.0 | NaN | 0.0 | 0.0 | 0.0 | NaN | -9 | NaN | NaN | NaN | Manipur | NaN | NaN | NaN | NaN | NaN | NaN | 6 | South Asia | NaN | NaN | "Trader escapes grenade attack in Imphal," Business Standard India, January 3, 2018. | NaN | NaN | 1.0 | 0 | 0 | 12/31/2017: Assailants threw a grenade at a Forest Department office in Mantripukhri neighborhood, Imphal, Manipur, India. No casualties were reported in the blast. No group claimed responsibility for the incident. | Office | NaN | NaN | 21.0 | Government Building/Facility/Office | NaN | NaN | NaN | NaN | 2 | Government (General) | NaN | NaN | NaN | NaN | 0 | A thrown grenade was used in the attack. | 7.0 | Grenade | NaN | NaN | NaN | NaN | NaN | NaN | 6 | Explosives | NaN | NaN | NaN | NaN | NaN | NaN |
| 120438 | NaN | NaN | NaN | NaN | 3 | Bombing/Explosion | NaN | NaN | NaN | NaN | Cotabato City | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Unknown | NaN | NaN | 160 | Philippines | 1 | 1 | 1 | START Primary Collection | NaN | 0.0 | 201712310032 | 0 | Unknown | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | 31 | 12 | 0 | -9 | -9 | -9 | 0 | 0.0 | 2017 | NaN | 7.209594 | NaN | 124.241966 | NaN | 0.0 | 160.0 | Philippines | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | 0.0 | 0.0 | 0.0 | -99.0 | NaN | 0.0 | 0.0 | 0.0 | NaN | 0 | NaN | NaN | NaN | Maguindanao | NaN | NaN | NaN | NaN | NaN | NaN | 5 | Southeast Asia | NaN | NaN | "Security tightened in Cotabato following IED discovery," Tempo, January 4, 2018. | "Security tightened in Cotabato City," Manila Bulletin, January 3, 2018. | NaN | 1.0 | 0 | 0 | 12/31/2017: An explosive device was discovered and defused at a plaza in Cotabato City, Maguindanao, Philippines. No group claimed responsibility for the incident. | Unknown | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 20 | Unknown | NaN | NaN | NaN | NaN | 0 | An explosive device containing a detonating cord, a battery, and a blasting cap was used in the attack. | 16.0 | Unknown Explosive Type | NaN | NaN | NaN | NaN | NaN | NaN | 6 | Explosives | NaN | NaN | NaN | NaN | NaN | NaN |